Measurement methods and related apparatuses
By providing a measurement method and device in wireless communication, the air port performance based on AI can be measured, which solves the problem of how to choose a suitable air port system and achieves the effect of improving transmission performance.
Patent Information
- Application Number
- PCT/CN2023/114775
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2023-08-24
- Publication Date
- 2025-02-27
AI Technical Summary
In wireless communication, how to measure the air interface performance based on AI in order to select a suitable air interface system for the terminal device.
A measurement method and related device are provided, which receives a measurement signal through the first device, performs measurement based on the air port configuration, obtains the measurement result, and sends the result to the second device to characterize the performance of the air port configuration.
It realizes effective measurement of air port performance based on AI, helps to select a suitable air port system, and improves the transmission performance between terminal equipment and network equipment.
Smart Images

Figure CN2023114775_27022025_PF_FP_ABST
Abstract
Description
Measurement methods and related devices Technical Field
[0001] The present application relates to the field of communication technology, and in particular to a measurement method and related devices. Background Art
[0002] To meet the vision of intelligent and inclusive future, intelligence will further evolve at the wireless network architecture level. Artificial intelligence (AI) will be further integrated with wireless networks, enabling endogenous network intelligence. This will also include intelligent terminal devices. For example, terminal types will be diversified, and terminal device connections will be more flexible and intelligent. Terminal devices will also possess certain AI capabilities. In addition to providing traditional communication and connectivity services, the network will also provide computing and AI services to better support inclusive, real-time, and highly secure AI services.
[0003] Currently, in wireless communications, there are proposals to use neural networks to optimize physical layer modules such as channel coding, modulation, and waveform processing. This could potentially change the existing physical layer processing module structure, such as joint channel coding and modulation, and pre-distortion processing. It could also alter current signal processing methods, such as pilotless modulation. Therefore, AI-based air interfaces and traditional air interfaces will coexist in future networks.
[0004] However, how to measure the performance of AI-based air interfaces in order to select appropriate AI-based air interfaces for terminal devices is a question worth considering.
[0005] Summary of the Invention
[0006] The present application provides a measurement method and related apparatus, wherein a first device can measure one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The first device transmits the one or more first measurement results to a second device. The one or more first measurement results are thereby used to characterize the performance of a first type of air interface configured by the one or more first air interface configurations. This facilitates selection of an appropriate first type of air interface for the first device.
[0007] In a first aspect, the present application provides a measurement method that can be performed by a first device, which can be a terminal device or a network device, or a component in the terminal device or network device (e.g., a processor, a chip, or a chip system), or a logic module or software that can implement all or part of the terminal device's functions, or a logic module or software that can implement all or part of the network device's functions. The method includes:
[0008] The first device receives one or more first measurement signals from the second device; the first device measures the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results, and the one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations; the first device sends the one or more first measurement results to the second device.
[0009] As can be seen from the above technical solution, the first device can measure the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The first device sends the one or more first measurement results to the second device. The one or more first measurement results are thereby used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations. This facilitates the second device to configure an appropriate first type of air interface for the first device, enabling the first device and the second device to establish the first type of air interface.
[0010] A second aspect of the present application provides a measurement method that can be performed by a second device, which can be a terminal device or a network device, or a component in the terminal device or network device (for example, a processor, a chip, or a chip system, etc.), or a logic module or software that can implement all or part of the terminal device functions, or a logic module or software that can implement all or part of the network device functions. The method includes:
[0011] The second device sends one or more first measurement signals to the first device; the second device receives one or more first measurement results from the first device, where the one or more first measurement results are obtained by measuring the one or more first measurement signals based on the one or more first air interface configurations, and the one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations.
[0012] In the above technical solution, the second device sends one or more first measurement signals to the first device. The second device then receives one or more first measurement results from the first device. These one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations. This facilitates the second device configuring an appropriate first type of air interface for the first device, enabling the first device and the second device to establish the first type of air interface.
[0013] Based on the first aspect or the second aspect, in one possible implementation, each first type air interface includes one or more functional modules, and the one or more functional modules include at least one of the following: a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, a radio frequency processing module, a scheduler module, or an encryption and decryption module, and at least one functional mode of the one or more functional modules is implemented based on artificial intelligence (AI). In the implementation, a first type air interface is defined, that is, at least one functional mode of the one or more functional modules of the first type air interface is implemented based on AI.
[0014] Based on the first aspect or the second aspect, in one possible implementation, one or more first measurement signals correspond to one or more first air interface configurations, and the first measurement result corresponding to each first measurement signal is obtained based on the first air interface configuration corresponding to the first measurement signal. In this implementation, each first measurement signal has a corresponding first air interface configuration, so that the performance of the first type of air interface configured by the first air interface configuration is determined by measuring the first measurement signal. This facilitates the second device to select an appropriate first type of air interface for the first device.
[0015] Based on the first aspect, in one possible implementation, one or more first measurement signals include a first target measurement signal; a first device measures the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results, including: the first device receives the first target measurement signal via a first type air interface configured by the first air interface configuration corresponding to the first target measurement signal; and the first device determines, based on the first target measurement signal, a first measurement result corresponding to the first target measurement signal. This implementation illustrates the process of the first device measuring the first target measurement signal and determining the first measurement result corresponding to the first target measurement signal, facilitating implementation of the solution.
[0016] Based on the first aspect, in one possible implementation, the first measurement result includes a degree of similarity between a first target measurement signal received by the first device and a first target measurement signal pre-agreed between the first device and a second device, and / or includes a bit error rate of a data packet carried in the first target measurement signal received by the first device. In this implementation, two possible forms of content included in the first measurement result are shown. The first measurement result thus characterizes the performance of the first type of air interface configured by the first air interface configuration corresponding to the first target measurement signal.
[0017] Based on the first aspect, in one possible implementation, the method further includes: the first device receiving one or more first indication information from the second device, the one or more first indication information corresponding to one or more first measurement signals, each first indication information being used to indicate a first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal being used to measure the first measurement signal. In this implementation, the first device may further receive the one or more first indication information. This determines the first air interface configuration corresponding to each first measurement signal. The first device is enabled to measure the first measurement signal using the corresponding first air interface configuration to obtain a corresponding measurement result.
[0018] Based on the second aspect, in one possible implementation, the method further includes: the second device sending one or more first indication information to the first device, the one or more first indication information corresponding to the one or more first measurement signals, each first indication information being used to indicate a first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal being used to measure the first measurement signal. This facilitates the first device determining the first air interface configuration corresponding to each first measurement signal. The first device is enabled to measure the first measurement signal using the corresponding first air interface configuration to obtain a corresponding measurement result.
[0019] Based on the first aspect or the second aspect, in a possible implementation manner, one or more first indication information are carried in measurement control information.
[0020] Based on the first aspect or the second aspect, in one possible implementation, the measurement control information is carried in a radio resource control (RRC) message. This eliminates the need to define new messages, which helps improve the compatibility and practicality of the solution. For example, the measurement control information is carried in an RRC reconfiguration message.
[0021] Based on the first aspect, in one possible implementation, after the first device sends one or more first measurement results to the second device, the method further includes: the first device receiving second indication information from the second device, where the second indication information is used to activate at least one first air interface configuration from the one or more first air interface configurations. This enables the second device to select an appropriate first type air interface for the first device. This facilitates establishing a first type air interface between the first device and the second device through the activated first air interface configuration, thereby improving transmission performance between the first and second devices.
[0022] Based on the second aspect, in one possible implementation, the method further includes: the second device sending second indication information to the first device, where the second indication information is used to activate at least one first air interface configuration from one or more first air interface configurations. This enables the second device to select an appropriate first type air interface for the first device. This facilitates establishing the first type air interface between the first device and the second device through the activated first air interface configuration, thereby improving transmission performance between the first and second devices.
[0023] Based on the first aspect or the second aspect, in one possible implementation, the at least one first air interface configuration includes multiple first air interface configurations, and the second indication information further includes priorities of the multiple first air interface configurations. This facilitates the first device to select an appropriate first air interface configuration. For example, the first device may select a first air interface configuration with a higher priority to establish a first type air interface with the second device. This improves transmission performance between the first and second devices.
[0024] Based on the first aspect or the second aspect, in a possible implementation manner, the second indication information is carried in a media access control element (MAC CE).
[0025] Based on the first aspect or the second aspect, in one possible implementation, the second indication information is a bit sequence, where bits in the bit sequence correspond to one or more first air interface configurations, and the value of a bit in the bit sequence indicates whether to activate the first air interface configuration corresponding to the bit. In this implementation, the second indication information can be implemented as a bit sequence, thereby activating the corresponding first air interface configuration.
[0026] Based on the first aspect or the second aspect, in one possible implementation, a bit in a bit sequence corresponds to one of one or more first air interface configurations, and different bits in the bit sequence correspond to different first air interface configurations; when a bit in the bit sequence has a value of 0, it indicates that the first air interface configuration corresponding to the bit is in a candidate state; when a bit in the bit sequence has a value of 1, it indicates that the first air interface configuration corresponding to the bit is in an activated state; or, when a bit in the bit sequence has a value of 0, it indicates that the first air interface configuration corresponding to the bit is in an activated state; when a bit in the bit sequence has a value of 1, it indicates that the first air interface configuration corresponding to the bit is in a candidate state. In this implementation, a bit in the bit sequence corresponds to a first air interface configuration, and the state of the first air interface configuration is indicated by the value of the bit. Thus, the corresponding first air interface configuration is activated.
[0027] Based on the first aspect, in one possible implementation, the at least one first air interface configuration includes first air interface configuration 1, and the method further includes: the first device establishing a first type of air interface with the second device through the first air interface configuration 1. This is conducive to improving transmission performance between the first device and the second device.
[0028] Based on the first aspect, in one possible implementation, the method further includes: the first device receives a second measurement signal from the second device; the first device measures a second measurement result based on the first air interface configuration 2 in the candidate state indicated in the second indication information, obtaining a second measurement result, the second measurement result indicating that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to a first threshold; the first device sends the second measurement result to the second device; the first device receives third indication information from the second device, the third indication information being used to activate the first air interface configuration 2; the first device establishes a first type of air interface with the second device via the first air interface configuration 2. In this implementation, the first device can determine the second measurement result corresponding to the second measurement signal by measuring the second measurement signal, and send the result to the second device. This enables the second device to reselect the first air interface configuration for the first device via the third indication information, facilitating timely updating of the first air interface configuration adopted by the first device and improving transmission performance between the first and second devices.
[0029] Based on the second aspect, in one possible implementation, a first device establishes a first type of air interface with a second device through first air interface configuration 1 activated by second indication information. The method further includes: the second device generating a second measurement signal; the second device sending the second measurement signal to the first device; the second device receiving a second measurement result from the first device, the second measurement result being obtained based on first air interface configuration 2, the second measurement result indicating that performance of the first type of air interface configured by first air interface configuration 2 is greater than or equal to a first threshold; and the second device sending third indication information to the first device, the third indication information being used to activate first air interface configuration 2. This allows the second device to reselect the first air interface configuration for the first device through the third indication information, thereby facilitating timely updating of the first air interface configuration used by the first device and improving transmission performance between the first and second devices.
[0030] Based on the first aspect, in one possible implementation, the method further includes: the first device receiving fourth indication information from the second device; wherein the fourth indication information is used to indicate a first air interface configuration among the first air interface configurations activated in the second indication information, or the fourth indication information is used to instruct the first device to establish a connection with the second device using a second type of air interface, or the fourth indication information is used to instruct the first device to reselect a first air interface configuration from the first air interface configuration activated in the second indication information; the first device establishes a first type of air interface with the second device using the first air interface configuration indicated by the fourth indication information, or the first device establishes a second type of air interface with the second device, or the first device establishes a first type of air interface with the second device using the first air interface configuration reselected by the first device. In this implementation, the first device receives the fourth indication information from the second device. This enables the second device to reselect the first air interface configuration for the first device using the fourth indication information, which is conducive to timely updating the first air interface configuration used by the first device and improving the transmission performance between the first device and the second device.
[0031] Based on the second aspect, in one possible implementation, the method further includes: the second device sending fourth indication information to the first device, where the fourth indication information is used to indicate one of the first air interface configurations activated in the second indication information, or the fourth indication information is used to instruct the first device to establish a connection with the second device using a second-type air interface, or the fourth indication information is used to instruct the first device to reselect a first air interface configuration from the first air interface configurations activated in the second indication information. This enables the second device to reselect the first air interface configuration for the first device, which is facilitating timely updating of the first air interface configuration used by the first device and improving transmission performance between the first and second devices.
[0032] Based on the first aspect or the second aspect, in a possible implementation manner, the fourth indication information is carried in first downlink control information (downlink control information, DCI).
[0033] Based on the first aspect or the second aspect, in a possible implementation method, the fourth indication information is the first field in the first DCI, and the value of the first field is used to indicate the corresponding first air interface configuration, or to instruct the first device to fall back to using the second type of air interface to establish a connection with the second device, or to indicate the reselection of a first air interface configuration from the first air interface configuration activated in the second indication information.
[0034] Based on the first aspect or the second aspect, in a possible implementation manner, the first DCI also includes time domain and frequency domain resource allocation, and the time domain and frequency domain resource allocation is used to indicate the time and frequency resource position occupied by the first type of air interface indicated by the fourth indication information.
[0035] Based on the first aspect or the second aspect, in a possible implementation manner, the first DCI further includes a switching time offset, and the switching time offset is used to indicate a time when the first type of air interface indicated by the fourth indication information takes effect.
[0036] Based on the first aspect, in one possible implementation, the method further includes: when the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold, the first device detecting the first DCI, thereby avoiding continuous detection of the first DCI and reducing DCI detection power consumption of the first device.
[0037] Based on the first aspect, in one possible implementation, the method further includes: the first device receiving a trigger signal from the second device, the trigger signal being used to trigger the first device to detect the first DCI; and the first device detecting the first DCI. This enables the first device to detect the first DCI only after receiving the trigger signal, thereby reducing DCI detection power consumption of the first device.
[0038] Based on the second aspect, in a possible implementation, the method further includes: the second device sending a trigger signal to the first device, where the trigger signal is used to trigger the first device to detect the first DCI, which is beneficial for reducing DCI detection power consumption of the first device.
[0039] Based on the first aspect or the second aspect, in one possible implementation, each first-type air interface includes one or more functional modules, and one or more first air interface configurations include one or more sets of model parameters corresponding to each of the one or more functional modules implemented based on AI. The content included in the one or more first air interface configurations is shown, specifically, one or more sets of model parameters corresponding to each functional module. This facilitates the second device to select model parameters for each functional module of the first device based on the one or more first measurement results.
[0040] Based on the first aspect or the second aspect, in one possible implementation, the one or more first air interface configurations further include one or more sets of relevant parameters corresponding to each of the one or more functional modules implemented non-AI. This facilitates the second device selecting parameters for the first device to be used by the functional modules implemented non-AI.
[0041] Based on the first aspect, in a possible implementation, the method further includes: the first device receives fifth indication information and / or sixth indication information from the second device, the fifth indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI, and the sixth indication information is used to indicate the model parameters used by the functional modules implemented based on AI in one or more functional modules. This enables the second device to flexibly select the functional modules implemented based on AI and the model parameters used by each functional module for the first device. The solution is highly flexible, which is beneficial for the second device to configure a suitable air interface for the first device based on actual conditions, thereby improving the transmission performance between the first device and the second device.
[0042] Based on the second aspect, in one possible implementation, the method further includes: the second device sends fifth indication information and / or sixth indication information to the first device, the fifth indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI, and the sixth indication information is used to indicate the model parameters used by the functional modules implemented based on AI in one or more functional modules. This enables the second device to flexibly select the functional modules implemented based on AI and the model parameters used by each functional module for the first device. The solution is highly flexible, which is beneficial for the second device to configure a suitable air interface for the first device based on actual conditions, thereby improving the transmission performance between the first device and the second device.
[0043] Based on the first aspect or the second aspect, in one possible implementation, the fifth indication information and the sixth indication information are carried in the second DCI. This facilitates the first device to determine, through the fifth indication information and the sixth indication information, which of the one or more functional modules are implemented based on AI, and the parameters used by each of the one or more functional modules.
[0044] Based on the first aspect or the second aspect, in a possible implementation, the fifth indication information is a first field in the second DCI, the length of the first field is equal to the number M of functional modules in the one or more functional modules, one bit in the first field corresponds to a functional module, and the value of the bit is used to indicate whether the functional module corresponding to the bit is implemented based on AI; or
[0045] One or more functional modules are divided into R module groups, and the length of the first field is equal to One bit in the first field corresponds to a module group. The value of this bit is used to indicate whether the module group is implemented based on AI. R is an integer greater than or equal to 1.
[0046] The above shows some possible implementations of the first field, which are more comprehensive and diverse. The length of the first field can be determined in combination with the specific implementation. Some of the above implementations can reduce signaling overhead, and some implementations can make the solution simpler.
[0047] A third aspect of the present application provides a first device, including:
[0048] a transceiver module, configured to receive one or more first measurement signals from a second device;
[0049] a processing module, configured to measure one or more first measurement signals based on the one or more first air interface configurations to obtain one or more first measurement results, where the one or more first measurement results are used to characterize performance of a first type of air interface configured by the one or more first air interface configurations;
[0050] The transceiver module is further configured to send one or more first measurement results to the second device.
[0051] A fourth aspect of the present application provides a second device, including:
[0052] The transceiver module is used to send one or more first measurement signals to the first device; receive one or more first measurement results from the first device, where the one or more first measurement results are obtained by measuring the one or more first measurement signals based on one or more first air interface configurations, and the one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations.
[0053] Based on the third aspect or the fourth aspect, in a possible implementation, each first type air interface includes one or more functional modules, and the one or more functional modules include at least one of the following: a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, a RF processing module, a scheduler module, or an encryption and decryption module, and one or more functional modules have at least one functional mode implemented based on AI.
[0054] Based on the third aspect or the fourth aspect, in a possible implementation, one or more first measurement signals correspond to one or more first air interface configurations, and the first measurement result corresponding to each first measurement signal is obtained based on the first air interface configuration corresponding to the first measurement signal.
[0055] Based on the third aspect or the fourth aspect, in a possible implementation, the one or more first measurement signals include a first target measurement signal; the processing module is specifically used to: receive the first target measurement signal through a first type of air interface configured by a first air interface configuration corresponding to the first target measurement signal; and determine a first measurement result corresponding to the first target measurement signal based on the first target measurement signal.
[0056] Based on the third aspect or the fourth aspect, in one possible implementation, the first measurement result includes a similarity between a first target measurement signal received by the first device and a first target measurement signal pre-agreed between the first device and the second device, and / or includes a bit error rate of a data packet carried in the first target measurement signal received by the first device.
[0057] Based on the third aspect, in a possible implementation method, the transceiver module is also used to: receive one or more first indication information from the second device, one or more first indication information corresponding to one or more first measurement signals, each first indication information is used to indicate the first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal.
[0058] Based on the fourth aspect, in a possible implementation method, the transceiver module is also used to: send one or more first indication information to the first device, the one or more first indication information corresponding to the one or more first measurement signals, each first indication information is used to indicate the first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal.
[0059] Based on the third aspect or the fourth aspect, in a possible implementation manner, one or more first indication information are carried in measurement control information.
[0060] Based on the third aspect or the fourth aspect, in a possible implementation manner, the measurement control information is carried in an RRC message.
[0061] Based on the third aspect, in a possible implementation manner, the transceiver module is further used to: receive second indication information from the second device, where the second indication information is used to activate at least one first air interface configuration among the one or more first air interface configurations.
[0062] Based on the fourth aspect, in a possible implementation manner, the transceiver module is further used to: send second indication information to the first device, where the second indication information is used to activate at least one first air interface configuration among the one or more first air interface configurations.
[0063] Based on the third aspect or the fourth aspect, in a possible implementation manner, the at least one first air interface configuration includes multiple first air interface configurations, and the second indication information further includes priorities of the multiple first air interface configurations.
[0064] Based on the third aspect or the fourth aspect, in a possible implementation manner, the second indication information is carried in a MAC CE.
[0065] Based on the third aspect or the fourth aspect, in a possible implementation method, the second indication information is a bit sequence, the bits in the bit sequence correspond to one or more first air interface configurations, and the value of the bit in the bit sequence is used to indicate whether the first air interface configuration corresponding to the bit is activated.
[0066] Based on the third aspect or the fourth aspect, in a possible implementation method, a bit in a bit sequence corresponds to a first air interface configuration in one or more first air interface configurations, and different bits in the bit sequence correspond to different first air interface configurations; when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is a candidate state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is an activated state; or, when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is an activated state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is a candidate state.
[0067] Based on the third aspect, in a possible implementation, the at least one first air interface configuration includes a first air interface configuration 1, and the transceiver module is further configured to: establish a first type of air interface with the second device through the first air interface configuration 1.
[0068] Based on the third aspect, in a possible implementation, the transceiver module is further configured to: receive a second measurement signal from a second device;
[0069] The processing module is further configured to: measure a second measurement result based on the first air interface configuration 2 in the candidate state indicated in the second indication information, to obtain a second measurement result, where the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to a first threshold;
[0070] The transceiver module is further configured to: send the second measurement result to the second device; receive third indication information from the second device, where the third indication information is used to activate the first air interface configuration 2;
[0071] The processing module is further configured to establish a first type of air interface with the second device through the first air interface configuration 2 .
[0072] Based on the fourth aspect, in a possible implementation method, the first device establishes a first type of air interface with the second device through the first air interface configuration 1 activated by the second indication information; the second device also includes a processing module; the processing module is used to generate a second measurement signal; the transceiver module is also used to: send a second measurement signal to the first device; receive a second measurement result from the first device, the second measurement result is obtained based on the measurement of the first air interface configuration 2, and the second measurement result characterizes that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to the first threshold; send a third indication information to the first device, and the third indication information is used to activate the first air interface configuration 2.
[0073] Based on the third aspect, in a possible implementation method, the transceiver module is also used to: receive a fourth indication information from the second device; wherein the fourth indication information is used to indicate a first air interface configuration in the first air interface configuration activated in the second indication information, or the fourth indication information is used to indicate the first device to use the second type of air interface to establish a connection with the second device, or the fourth indication information is used to indicate the reselection of a first air interface configuration from the first air interface configuration activated in the second indication information; the processing module is also used to: establish a first type of air interface with the second device through the first air interface configuration indicated by the fourth indication information, or, establish a second type of air interface with the second device, or, establish a first type of air interface with the second device through the first air interface configuration reselected by the first device.
[0074] Based on the fourth aspect, in a possible implementation method, the transceiver module is also used to: send a fourth indication information to the first device, the fourth indication information is used to indicate a first air interface configuration in the first air interface configuration activated in the second indication information, or the fourth indication information is used to indicate the first device to use the second type of air interface to establish a connection with the second device, or the fourth indication information is used to indicate the reselection of a first air interface configuration from the first air interface configuration activated in the second indication information.
[0075] Based on the third aspect or the fourth aspect, in a possible implementation manner, the fourth indication information is carried in the first DCI.
[0076] Based on the third aspect or the fourth aspect, in a possible implementation method, the fourth indication information is the first field in the first DCI, and the value of the first field is used to indicate the corresponding first air interface configuration, or to instruct the first device to fall back to using the second type of air interface to establish a connection with the second device, or to indicate the reselection of a first air interface configuration from the first air interface configuration activated in the second indication information.
[0077] Based on the third aspect or the fourth aspect, in a possible implementation, the first DCI also includes time domain and frequency domain resource allocation, and the time domain and frequency domain resource allocation is used to indicate the time and frequency resource position occupied by the first type of air interface indicated by the fourth indication information.
[0078] Based on the third aspect or the fourth aspect, in a possible implementation manner, the first DCI further includes a switching time offset, and the switching time offset is used to indicate the effectiveness time of the first type of air interface indicated by the fourth indication information.
[0079] Based on the third aspect, in a possible implementation manner, the processing module is further configured to: detect a first DCI when the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold.
[0080] Based on the third aspect, in a possible implementation, the transceiver module is further used to: receive a trigger signal from the second device, where the trigger signal is used to trigger the first device to detect the first DCI; and the processing module is further used to: detect the first DCI.
[0081] Based on the fourth aspect, in a possible implementation, the transceiver module is further used to: send a trigger signal to the first device, where the trigger signal is used to trigger the first device to detect the first DCI.
[0082] Based on the third aspect or the fourth aspect, in a possible implementation method, each first type air interface includes one or more functional modules, and one or more first air interface configurations include one or more sets of model parameters corresponding to each functional module in one or more functional modules implemented based on AI.
[0083] Based on the third aspect or the fourth aspect, in a possible implementation manner, one or more first air interface configurations further include one or more sets of related parameters corresponding to each functional module in one or more functional modules implemented based on non-AI.
[0084] Based on the third aspect, in a possible implementation method, the transceiver module is also used to: receive fifth indication information and / or sixth indication information from the second device, the fifth indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI, and the sixth indication information is used for the model parameters adopted by the functional modules implemented based on AI in one or more functional modules.
[0085] Based on the fourth aspect, in a possible implementation method, the transceiver module is also used to: send fifth indication information and sixth indication information to the first device, the fifth indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI, and the sixth indication information is used for the model parameters adopted by the functional modules implemented based on AI in one or more functional modules.
[0086] Based on the third aspect or the fourth aspect, in a possible implementation manner, the fifth indication information and the sixth indication information are carried in the second DCI.
[0087] Based on the third aspect or the fourth aspect, in a possible implementation, the fifth indication information is a first field in the second DCI, the length of the first field is equal to the number M of functional modules in the one or more functional modules, one bit in the first field corresponds to a functional module, and the value of the bit is used to indicate whether the functional module corresponding to the bit is implemented based on AI; or
[0088] One or more functional modules are divided into R module groups, and the length of the first field is equal to One bit in the first field corresponds to a module group. The value of this bit is used to indicate whether the module group is implemented based on AI. R is an integer greater than or equal to 1.
[0089] Optionally, for the beneficial effects of the third aspect and various possible implementation methods of the third aspect, please refer to the relevant introduction of the first aspect and various possible implementation methods of the first aspect, which will not be repeated here.
[0090] Optionally, for the beneficial effects of the above-mentioned fourth aspect and various possible implementation methods of the fourth aspect, please refer to the relevant introduction of the above-mentioned second aspect and various possible implementation methods of the second aspect, which will not be repeated here.
[0091] In a fifth aspect, the present application provides a first apparatus comprising: a processor and a memory. The memory stores a computer program or computer instructions, and the processor is configured to call and execute the computer program or computer instructions stored in the memory, so that the processor implements any one of the implementations of the first aspect.
[0092] Optionally, the first device further includes a transceiver, and the processor is used to control the transceiver to transmit and receive signals.
[0093] In a sixth aspect, the present application provides a second apparatus, comprising: a processor and a memory. The memory stores a computer program or computer instructions, and the processor is configured to call and execute the computer program or computer instructions stored in the memory, so that the processor implements any one of the implementations of the second aspect.
[0094] Optionally, the second device further includes a transceiver, and the processor is used to control the transceiver to transmit and receive signals.
[0095] In a seventh aspect, the present application provides a first device, comprising a processor and an interface circuit, wherein the processor is configured to communicate with other devices via the interface circuit and execute the method described in the first aspect. The processor comprises one or more processors.
[0096] In an eighth aspect, the present application provides a second device, comprising a processor and an interface circuit, wherein the processor is configured to communicate with other devices via the interface circuit and execute the method described in the second aspect.
[0097] In a ninth aspect, the present application provides a first device, comprising a processor, configured to be connected to a memory and configured to call a program stored in the memory to execute the method described in the first aspect. The memory may be located within or outside the first device. The processor may include one or more processors.
[0098] In a tenth aspect, the present application provides a second device, comprising a processor, connected to a memory, configured to call a program stored in the memory to execute the method described in the second aspect. The memory may be located within or outside the second device. The processor may include one or more processors.
[0099] In one implementation, the first device of the third aspect, fifth aspect, seventh aspect, and ninth aspect may be a chip or a chip system.
[0100] In one implementation, the second device of the fourth, sixth, eighth, and tenth aspects may be a chip or a chip system.
[0101] In an eleventh aspect, the present application provides a computer program product comprising computer instructions, characterized in that when the computer program product is run on a computer, the computer is enabled to execute any one of the implementation methods of the first and second aspects.
[0102] A twelfth aspect of the present application provides a computer-readable storage medium comprising computer instructions, which, when executed on a computer, enables the computer to execute any one of the implementation methods of the first and second aspects.
[0103] In a thirteenth aspect, the present application provides a chip device, comprising a processor for calling a computer program or computer instruction in a memory so that the processor executes any one of the implementation methods of any one of the first and second aspects above.
[0104] Optionally, the processor is coupled to the memory via an interface.
[0105] In a fourteenth aspect, the present application provides a communication system, which includes a first device and a second device; the first device is used to execute the method shown in the first aspect, and the second device is used to execute the method shown in the second aspect.
[0106] Through the above technical solution, it can be seen that the first device receives one or more first measurement signals from the second device. Then, the first device measures the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations. The first device sends the one or more first measurement results to the second device. It can be seen that the first device can measure the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The first device sends the one or more first measurement results to the second device. The performance of the first type of air interface configured by one or more first air interface configurations is thereby characterized by the one or more first measurement results. This facilitates the second device to configure a suitable first type of air interface for the first device, and facilitates the first device to establish the first type of air interface with the second device. BRIEF DESCRIPTION OF THE DRAWINGS
[0107] FIG1 is a schematic diagram of a communication system according to an embodiment of the present application;
[0108] FIG2A is another schematic diagram of a communication system according to an embodiment of the present application;
[0109] FIG2B is another schematic diagram of a communication system according to an embodiment of the present application;
[0110] FIG2C is another schematic diagram of a communication system according to an embodiment of the present application;
[0111] FIG3 is a schematic diagram of an air interface processing process at the physical layer from the perspective of a transmitting device according to an embodiment of the present application;
[0112] FIG4 is a schematic diagram of an air interface processing process at the physical layer from the perspective of a receiving device according to an embodiment of the present application;
[0113] FIG5 is a schematic diagram of an embodiment of a measurement method according to an embodiment of the present application;
[0114] FIG6 is a schematic diagram of another embodiment of the measurement method according to an embodiment of the present application;
[0115] FIG7 is a schematic diagram of byte Oct1 in the MAC CE according to an embodiment of the present application;
[0116] FIG8 is a schematic diagram of another embodiment of the measurement method according to the embodiment of the present application;
[0117] FIG9 is a schematic diagram of another embodiment of the measurement method according to the embodiment of the present application;
[0118] FIG10 is a schematic structural diagram of the first device according to an embodiment of the present application;
[0119] FIG11 is a schematic structural diagram of a second device according to an embodiment of the present application;
[0120] FIG12 is a schematic structural diagram of a device according to an embodiment of the present application;
[0121] FIG13 is another schematic structural diagram of the device according to an embodiment of the present application;
[0122] FIG14 is another structural diagram of the device according to an embodiment of the present application. DETAILED DESCRIPTION
[0123] Embodiments of the present application provide a measurement method and related apparatus, wherein a first device can measure one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The first device transmits the one or more first measurement results to a second device. The one or more first measurement results are thereby used to characterize the performance of a first type of air interface configured by the one or more first air interface configurations. This facilitates the second device in selecting an appropriate first air interface configuration for the first device, thereby enabling establishment of a first type of air interface configured by the first air interface configuration between the first device and the second device.
[0124] The following will be combined with the drawings in the embodiments of the present application to clearly and completely describe the technical solutions in the embodiments of the present application. Obviously, the embodiments described are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without making creative efforts are within the scope of protection of this application.
[0125] References to "one embodiment" or "some embodiments" in this application mean that a particular feature, structure, or characteristic described in conjunction with that embodiment is included in one or more embodiments of the application. Thus, phrases such as "in one embodiment," "in some embodiments," "in other embodiments," and "in other embodiments" appearing in various places in this specification do not necessarily refer to the same embodiment, but rather mean "one or more but not all embodiments," unless otherwise specifically emphasized. The terms "including," "comprising," "having," and variations thereof mean "including but not limited to," unless otherwise specifically emphasized.
[0126] In the description of this application, unless otherwise specified, " / " means "or", for example, A / B can mean A or B. "And / or" in this article is merely a description of the association relationship of associated objects, indicating that there can be three relationships. For example, A and / or B can mean: A exists alone, A and B exist at the same time, and B exists alone. In addition, "at least one" means one or more, and "plurality" means two or more. "At least one of the following items" or similar expressions refers to any combination of these items, including any combination of single items or plural items. For example, at least one of a, b, or c can mean: a, b, c; a and b; a and c; b and c; or a, b, and c. Among them, a, b, and c can be single or multiple.
[0127] It is understood that in this application, "indication" can include direct indication, indirect indication, explicit indication, and implicit indication. When describing that a certain indication information is used to indicate A, it can be understood that the indication information carries A, directly indicates A, or indirectly indicates A.
[0128] In this application, the information indicated by the indication information is referred to as the information to be indicated. In the specific implementation process, there are many ways to indicate the information to be indicated, such as but not limited to, the information to be indicated can be directly indicated, such as the information to be indicated itself or the index of the information to be indicated, etc., or the information to be indicated can be indirectly indicated by indicating other information, wherein there is an association between the other information and the information to be indicated. It is also possible to indicate only a part of the information to be indicated, while the other parts of the information to be indicated are known or agreed in advance. For example, the indication of specific information can also be achieved with the help of the arrangement order of each information agreed in advance (such as specified in the protocol), thereby reducing the indication overhead to a certain extent.
[0129] The information to be indicated can be sent as a whole or divided into multiple sub-information and sent separately. The transmission period and / or transmission timing of these sub-information can be the same or different. The specific transmission method is not limited in this application. The transmission period and / or transmission timing of these sub-information can be predefined, for example, according to a protocol, or can be configured by the transmitting device through sending configuration information to the receiving device.
[0130] It can be understood that "sending" and "receiving" in this application indicate the direction of signal transmission. For example, "sending information to XX" can be understood as the destination of the information is XX, which can include direct sending through the air interface, and also include indirect sending through the air interface by other units or modules. "Receiving information from YY" can be understood as the source of the information is YY, which can include direct receiving from YY through the air interface, and also include indirect receiving from YY through the air interface from other units or modules. "Sending" can also be understood as the "output" of the chip interface, and "receiving" can also be understood as the "input" of the chip interface.
[0131] In other words, sending and receiving can be performed between devices, for example, between a network device and a terminal device, or can be performed within a device, for example, sending or receiving between components, modules, chips, software modules or hardware modules within the device through a bus, wiring or interface.
[0132] It is understandable that information may be processed between the source and destination of information transmission, such as coding, modulation, etc., but the destination can understand the valid information from the source. Similar expressions in this application can be understood similarly and will not be repeated.
[0133] The technical solution of the present application can be applied to cellular communication systems related to the 3rd Generation Partnership Project (3GPP). For example, the fourth generation (4G) communication system, the fifth generation (5G) communication system, and the communication system after the fifth generation communication system. For example, the sixth generation communication system. For example, the fourth generation communication system may include a long term evolution (LTE) communication system. The fifth generation communication system may include a new radio (NR) communication system. The technical solution of the present application can also be applied to wireless fidelity (WiFi) systems, communication systems that support the integration of multiple wireless technologies, device-to-device (D2D) systems, vehicle to everything (V2X) communication systems, or satellite communication systems, etc. The wireless communication systems involved in this application also include but are not limited to: narrowband Internet of Things (NB-IoT) system, global system for mobile communications (GSM), enhanced data rate for GSM evolution (EDGE), wideband code division multiple access (WCDMA), code division multiple access 2000 (CDMA2000), or time division-synchronization code division multiple access (TD-SCDMA).
[0134] The communication system to which the technical solution of the present application is applicable includes a first device and a second device. Optionally, the communication system further includes more devices, and the second device and the more devices can execute a technical solution similar to that of the present application.
[0135] Optionally, the first device is a network device or a terminal device; or the first device is a chip, a chip system, or a processor in the network device or the terminal device; or the first device is a logic module or software that implements part or all of the functions of the network device; or the first device is a logic module or software that implements part or all of the functions of the terminal device.
[0136] Optionally, the second device is a network device or a terminal device; or the first device is a chip, chip system, or processor in the network device or the terminal device; or the first device is a logic module or software that implements part or all of the functions of the network device; or the second device is a logic module or software that implements part or all of the functions of the terminal device.
[0137] For example, the first device is a terminal device and the second device is a network device; or the first device is a network device and the second device is a terminal device; or the first device is a first terminal device and the second device is a second terminal device. Optionally, the network device is an access network device or a core network device. The following mainly uses the network device as an access network device as an example to describe the technical solution of this application.
[0138] Figure 1 is a schematic diagram of a communication system according to an embodiment of the present application. As shown in Figure 1, the first device is a terminal device 101, and the second device is a base station 103. Alternatively, the first device is a base station 103, and the second device is a terminal device 101. The technical solution of the present application can be implemented between the terminal device 101 and the base station 103. Alternatively, the first device is a terminal device 101, and the second device is a terminal device 102. The technical solution of the present application can be implemented between the terminal device 101 and the terminal device 102. As shown in Figure 1, the communication system includes an independent AI network element 104, or AI modules can exist in the base station and the terminal device respectively, so as to provide AI services.
[0139] The following introduces the terminal equipment and network equipment involved in this application.
[0140] Terminal equipment, also known as user equipment (UE), mobile station (MS), mobile terminal (MT), or customer premise equipment (CPE), is a device that includes wireless communication capabilities (providing voice and data connectivity to users). Examples include handheld devices, in-vehicle devices, and machine-type communication (MTC) terminals with wireless connectivity. Currently, terminal equipment can include: mobile phones, tablets, laptops, PDAs, mobile internet devices (MIDs), wearable devices, virtual reality (VR) devices, augmented reality (AR) devices, wireless terminals used in industrial control, self-driving vehicles, remote medical surgery, smart grids, transportation safety, smart cities, and smart homes. For example, wireless terminals in unmanned driving can be drones, helicopters, or airplanes. For example, wireless terminals in the Internet of Vehicles can be onboard equipment, complete vehicle equipment, onboard modules, vehicles, or ships. Wireless terminals in industrial control can be cameras, robots, or robotic arms. Wireless terminals in smart homes can be televisions, air conditioners, vacuum cleaners, speakers, or set-top boxes.
[0141] It should be noted that the terminal device can be a device or apparatus with a chip, or a device or apparatus with integrated circuits, or a chip, module or control unit in the device or apparatus shown above, and this application does not limit this specifically.
[0142] A network device is a device deployed in a radio access network (RAN) to provide wireless communication capabilities for terminal devices. A network device can also be called an access network (RAN) entity, access node, network node, or communication device.
[0143] Specifically, the network device may be an access network device of a cellular system related to the 3rd Generation Partnership Project (3GPP). For example, a fourth-generation (4G) mobile communication system or a 5G mobile communication system. The network device may also be an access network device in an open access network (O-RAN or ORAN) or a cloud radio access network (CRAN). Alternatively, the network device may be an access network device in a communication system obtained by integrating two or more of the above communication systems.
[0144] The network equipment includes, but is not limited to, evolved Node B (eNB), radio network controller (RNC), Node B (NB), base station controller (BSC), base transceiver station (BTS), home base station (e.g., home evolved NodeB, or home Node B, HNB), baseband unit (BBU), access point (AP) in wireless fidelity (WIFI) system, macro base station, micro base station, wireless relay node, donor node, wireless controller in CRAN scenario, wireless backhaul node, transmission point (TP) or transmission and receiving point (TRP). The network equipment can also be an access network equipment in a 5G mobile communication system. For example, a next generation NodeB (gNB) in a new radio (NR) system, a TRP, a TP, or one or a group of antenna panels (including multiple antenna panels) of a base station in a 5G mobile communication system. Alternatively, the network device may also be a network node constituting a gNB or a transmission point. For example, a centralized unit (CU), a distributed unit (DU), a CU-control plane (CP), a CU-user plane (UP), or a radio unit (RU). The CU and DU may be configured separately or included in the same network element. For example, a BBU. The RU may be included in a radio frequency device or radio frequency unit. For example, in a remote radio unit (RRU), an active antenna unit (AAU), or a remote radio head (RRH). Alternatively, the network device may also be a server, a wearable device, a vehicle, or an on-board device. For example, in V2X technology, the network device may be a road side unit (RSU).
[0145] It should be noted that in different systems, CU (or CU-CP and CU-UP), DU or RU may have different names, but those skilled in the art can understand their meanings. For example, in the ORAN system, CU may also be called an open centralized unit (O-CU) or an open CU, DU may also be called an open distributed unit (O-DU), a centralized unit control plane (CU-CP) may also be called an open centralized unit control plane (O-CU-CP) or an open CU-CP, a centralized unit user plane (CU-UP) may also be called an open centralized unit user plane (O-CU-UP) or an open CU-UP, and RU may also be called an open radio unit (O-RU). This application does not limit this. Any of the CU, CU-CP, CU-UP, DU and RU in this application may be implemented by a software module, a hardware module, or a combination of a software module and a hardware module.
[0146] Optionally, for network elements in the ORAN system, each network element may implement the protocol layer functions shown in Table 1 below.
[0147] Table 1
[0148] It should be noted that the network device can be one or more network elements shown in Table 1 above, and this application does not make any specific limitations.
[0149] It should be noted that Table 1 above is merely an example. In actual applications, the protocol layer functions supported by each network element are not limited. For example, each network element may support more protocol layer functions, or the protocol layer functions supported by each network element may be specifically configured based on actual conditions. This application does not impose any specific limitations.
[0150] The following describes the architecture of the CU and DU of an access network device. The access network device includes at least one CU and at least one DU. Optionally, the access network device also includes at least one RU.
[0151] The following is an introduction using the example of an access network device including a CU and a DU. The CU has some functions of the core network, and the CU may include a CU-CP and a CU-UP. The CU and the DU may be configured according to the protocol layer functions of the wireless network they implement. For example, the CU is configured to implement the functions of the packet data convergence protocol (PDCP) layer and the protocol layers above it (for example, the RRC layer and / or the SDAP layer). The DU is configured to implement the functions of the protocol layers below the PDCP layer (for example, the RLC layer, the MAC layer, and / or the physical (PHY) layer). For another example, the CU is configured to implement the functions of the protocol layers above the PDCP layer (such as the RRC layer and / or the SDAP layer), and the DU is configured to implement the functions of the PDCP layer and the protocol layers below it (for example, the RLC layer, the MAC layer, and / or the PHY layer, etc.).
[0152] When a CU includes a CU-CP and a CU-UP, the CU-CP is used to implement the control plane functions of the CU, and the CU-UP is used to implement the user plane functions of the CU. For example, when the CU is configured to implement the functions of the PDCP layer, RRC layer, and SDAP layer, the CU-CP is used to implement the RRC layer functions and the control plane functions of the PDCP layer, and the CU-UP is used to implement the SDAP layer functions and the user plane functions of the PDCP layer.
[0153] The CU-CP can interact with the network elements in the core network for implementing control plane functions. The network elements in the core network for implementing control plane functions may be access and mobility function network elements, such as the access and mobility management function (AMF) in the 5G mobile communication system. The access and mobility function network element is responsible for mobility management in the mobile network, such as location update of the terminal device, registration network of the terminal device, switching of the terminal device, etc. The CU-UP can interact with the network elements in the core network for implementing user plane functions. The network elements in the core network for implementing user plane functions, such as the user plane function (UPF) in the 5G mobile communication system, are responsible for forwarding and receiving data in the terminal device.
[0154] The above configuration of CU and DU is only an example, and the functions of CU and DU can also be configured as needed. For example, the CU or DU can be configured to have the functions of more protocol layers, or the CU or DU can be configured to have partial processing functions of the protocol layer. For example, some functions of the RLC layer and the functions of the protocol layers above the RLC layer are set in the CU, and the remaining functions of the RLC layer and the functions of the protocol layers below the RLC layer are set in the DU. For another example, the functions of the CU or DU can be divided according to the service type or other system requirements. For example, according to the delay, the functions whose processing time needs to meet the smaller delay requirement are set in the DU, and the functions that do not need to meet the delay requirement are set in the CU.
[0155] The DU and RU can work together to implement the functions of the PHY layer. A DU can be connected to one or more RUs. The functions of the DU and RU can be configured in various ways according to the design. For example, the DU is configured to implement the baseband function, and the RU is configured to implement the mid-RF function. For another example, the DU is configured to implement the high-layer functions in the PHY layer, and the RU is configured to implement the low-layer functions in the PHY layer or to implement the low-layer functions and the RF functions. The high-layer functions in the physical layer may include a part of the functions of the physical layer, which is closer to the MAC layer, and the low-layer functions in the physical layer may include another part of the functions of the physical layer, which is closer to the mid-RF side.
[0156] Optionally, the network device may also be a core network device. The core network device is responsible for access control, registration management, service management, mobility management, etc. for terminal devices accessing the network. For example, the core network device is an AMF.
[0157] It should be noted that the network device can be the device or apparatus shown above, or it can be a component (for example, a chip), module, or unit in the device or apparatus shown above, and this application does not limit it specifically.
[0158] The communication system provided in the present application can introduce AI network elements to implement some or all AI-related operations. The AI network element can also be called an AI node, AI device, AI entity, AI module, AI model, or AI unit, etc. The AI network element can be a network element built into the communication system. For example, the AI network element can be an AI module built into: an access network device, a core network device, a cloud server, or a network management (operation, administration and maintenance, OAM) to implement AI-related functions. The OAM can be a network management device as a core network device and / or a network management device as an access network device. Alternatively, the AI network element can also be a network element independently set up in the communication system. Optionally, the terminal device or the chip built into the terminal device can also include an AI entity to implement AI-related functions. The following describes another communication system provided in an embodiment of the present application in conjunction with Figure 2A.
[0159] Figure 2A is another schematic diagram of a communication system according to an embodiment of the present application. As shown in Figure 2A, network elements in the communication system are connected through interfaces (for example, NG interfaces, or Xn interfaces) or air interfaces. One or more AI modules are provided in these network element nodes (for example, core network equipment, access network nodes (RAN nodes), terminals or one or more devices in OAM) (for the sake of clarity, only one is shown in Figure 2A). The access network node can be a separate RAN node, or it can include multiple RAN nodes, for example, including CU and DU. One or more AI modules can also be provided in the CU and / or DU. Optionally, the CU can also be split into CU-CP and CU-UP. One or more AI models are provided in the CU-CP and / or CU-UP.
[0160] The AI module is used to implement the corresponding AI function. The AI modules deployed in different network elements can be the same or different. The model of the AI module can implement different functions according to different parameter configurations. The model of the AI module can be configured based on one or more of the following parameters: structural parameters (such as the number of neural network layers, the width of the neural network, the connection relationship between layers, the weight of the neuron, the activation function of the neuron, or at least one of the bias in the activation function), input parameters (such as the type of input parameters and / or the dimension of the input parameters), or output parameters (such as the type of output parameters and / or the dimension of the output parameters). Among them, the bias in the activation function can also be called the bias of the neural network.
[0161] An AI module can have one or more models. A model can infer an output, which includes one or more parameters. The learning, training, or inference processes of different models can be deployed on different nodes or devices, or on the same node or device.
[0162] It should be noted that the access network node shown in Figure 2A can be used as a whole, or the access network node shown in Figure 2A can adopt a CU and DU separated architecture. Figure 2B shows a schematic diagram of a communication system in which the access network node is used as a whole and the access network node is connected to a terminal device. Figure 2C shows a schematic diagram of a communication system in which the access network node adopts a CU and DU separated architecture.
[0163] Currently, in wireless communications, the use of neural networks to optimize physical layer modules such as channel coding, modulation, and waveform processing is being proposed. This could potentially change the existing physical layer processing module structure, such as joint channel coding and modulation, and pre-distortion processing. It could also alter current signal processing methods, such as pilotless modulation. Therefore, AI-based air interface systems will coexist with traditional air interface systems in future networks. Therefore, selecting the appropriate air interface system for terminal devices is a question worth considering.
[0164] Signals are transmitted between network devices and terminal devices over the air interface. For a transmitting device, as shown in Figure 3, at the physical layer, air interface processing may include at least one of the following: channel coding, symbol modulation, resource mapping, waveform modulation, and RF processing. Specifically, the transmitting device may perform channel coding using a channel coding module, QAM modulation using a symbol modulation module, resource mapping using a resource mapping module, waveform processing using a waveform modulation module, and transmit signals using an RF processing module.
[0165] For a receiving device, as shown in Figure 4, at the physical layer, air interface processing may include at least one of the following: channel decoding, symbol demodulation, resource demapping, waveform demodulation, or RF processing. Specifically, the receiving device may receive signals via an RF processing module, perform waveform demodulation via a waveform demodulation module, perform resource demapping via a resource demapping module, perform symbol demodulation via a symbol demodulation module, and perform channel decoding via a channel decoding module.
[0166] Of course, the above only describes the air interface processing process from the physical layer. In fact, air interface processing can also include some processing at the MAC layer and / or some processing at the PDCP layer, such as scheduler configuration at the MAC layer and encryption and decryption configuration at the PDCP layer.
[0167] Figures 3 and 4 above only illustrate the air interface processing process from the physical layer. In fact, the air interface processing process at the physical layer can also be implemented in other ways, and Figures 3 and 4 above do not limit this application. For example, in the example shown in Figure 3 above, some functional modules can be merged, or some functional modules can be further subdivided into functions, which is not limited in this application.
[0168] In this application, the first type of air interface is used to generate air interface signals based on AI and / or parse air interface signals based on AI. Optionally, the first type of air interface includes one or more functional modules, at least one of which is implemented based on AI. Optionally, the first type of air interface may also be referred to as an intelligent air interface, an AI air interface, or a first air interface, which is not specifically limited in this application.
[0169] The second type of air interface is used to generate air interface signals based on non-AI and / or parse air interface signals based on non-AI. Optionally, the second type of air interface includes one or more functional modules, each of which is implemented based on non-AI. Optionally, the second type of air interface may also be referred to as a non-intelligent air interface, a non-AI air interface, or a second air interface, which is not specifically limited in this application.
[0170] Optionally, the one or more functional modules include at least one of the following: a channel coding module, a symbol modulation module, a resource mapping module, a waveform modulation module, a RF process module, a channel decoding module, a symbol demodulation module, a resource mapping module, a waveform demodulation module, a RF processing module, a scheduler module, or an encryption and decryption module.
[0171] For example, for the first type of air interface, at least one of the channel coding module, symbol modulation module, resource mapping module, waveform modulation module, RF processing module, scheduler module, and encryption / decryption module is implemented based on AI. The channel coding module, symbol modulation module, resource mapping module, waveform modulation module, RF processing module, scheduler module, and encryption / decryption module can be collectively used to generate air interface signals. For another example, at least one of the channel decoding module, symbol demodulation module, resource mapping module, waveform demodulation module, RF processing module, scheduler module, and encryption / decryption module is implemented based on AI. The channel decoding module, symbol demodulation module, resource mapping module, waveform demodulation module, RF processing module, scheduler module, and encryption / decryption module can be collectively used to parse air interface signals.
[0172] Optionally, for the first type of air interface, each of the one or more functional modules can be implemented by a model, or multiple functional modules in the one or more functions can be implemented by a model. Optionally, the model can be a neural network, or other models, which are not specifically limited in this application. For example, as shown in Figure 3, the channel coding module, symbol modulation module, resource mapping module, waveform modulation module and radio frequency process module are jointly implemented by neural network 1. As shown in Figure 4, the channel decoding module, symbol demodulation module, resource mapping module, waveform demodulation module and radio frequency processing module are jointly implemented by neural network 2.
[0173] The technical solution of this application is introduced below in conjunction with specific embodiments.
[0174] FIG5 is a schematic diagram of an embodiment of a measurement method according to an embodiment of the present application. Referring to FIG5 , the method includes:
[0175] 501. A second device sends one or more first measurement signals to a first device. Correspondingly, the first device receives the one or more first measurement signals from the second device.
[0176] Specifically, the second device generates one or more first measurement signals based on one or more second air interface configurations. The one or more first measurement signals correspond to the one or more second air interface configurations. For example, one first measurement signal corresponds to one second air interface configuration, and different first measurement signals correspond to different second air interface configurations. Each first measurement signal is generated by the second device based on the second air interface configuration corresponding to the first measurement signal. In other words, each first measurement signal is sent by the second device via the first type of air interface configured by the second air interface configuration corresponding to the first measurement signal. The one or more first measurement signals can be understood as one or more air interface signals. For example, as shown in Table 2, the one or more second air interface configurations include four second air interface configurations, namely, second air interface configuration 1 to second air interface configuration 4. The one or more first measurement signals include four first measurement signals, namely, first measurement signal 1 to first measurement signal 4. First measurement signal 1 is generated by the second device based on second air interface configuration 1. First measurement signal 2 is generated by the second device based on second air interface configuration 2. First measurement signal 3 is generated by the second device based on second air interface configuration 3. First measurement signal 4 is generated by the second device based on second air interface configuration 3. For more information about second air interface configurations, please refer to the following description.
[0177] It should be noted that the information or data carried in the one or more first measurement signals may be the same, or the information or data carried in the one or more first measurement signals may be different, which is not specifically limited in this application.
[0178] Table 2
[0179] The one or more second air interface configurations are used to configure one or more first type air interfaces. For example, one second air interface configuration is used to configure a first type air interface, and different second air interface configurations are used to configure different first type air interfaces. The second device acts as a transmitting end device. Optionally, each first type air interface configured by the one or more second air interface configurations includes one or more functional modules, and at least one of the one or more functional modules is implemented based on AI. Optionally, the one or more functional modules in each first type air interface configured by the one or more second air interface configurations include at least one of the following: a channel coding module, a symbol modulation module, a resource mapping module, a waveform modulation module, a radio frequency process module, a scheduler module, or an encryption and decryption module. For example, the first measurement signal 1 is obtained by the second device processing the data to be sent or the information to be sent through the one or more functional modules included in the second air interface configuration 1.
[0180] Optionally, the one or more second air interface configurations are preconfigured in the second device.
[0181] In a possible implementation, the first device is a terminal device, and the second device is a network device. In this implementation, the one or more first measurement signals are downlink signals.
[0182] In another possible implementation, the first device is a network device, and the second device is a terminal device. In this implementation, the one or more first measurement signals are uplink signals.
[0183] In another possible implementation, the first apparatus is a first terminal device, and the second apparatus is a second terminal device. The one or more first measurement signals are signals on a sidelink.
[0184] Optionally, the embodiment shown in FIG5 further includes step 501a. Step 501a may be performed before step 501.
[0185] 501a. A second type of air interface is established between the first device and the second device.
[0186] In one possible implementation, the first device is a terminal device and the second device is a network device; or the first device is a network device and the second device is a terminal device. The terminal device and the network device establish a second type of air interface through a random access process.
[0187] In another possible implementation, the first device is a first terminal device, and the second device is a second terminal device. The first terminal device and the second terminal device establish the second type of air interface through a sidelink discovery process. Alternatively, the first terminal device and the second terminal device establish the second type of air interface based on scheduling by the network device.
[0188] In this implementation, the first device and the second device can complete parameter configuration, signaling transmission, etc. through the second type of air interface. Then, the first device and the second device perform the above step 501 again.
[0189] 502. The first device measures the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results.
[0190] The one or more first measurement results are used to characterize performance of the first type of air interface configured by the one or more first air interface configurations.
[0191] The one or more first air interface configurations are used to configure one or more first type air interfaces. Optionally, one first air interface configuration is used to configure one first type air interface, and different first air interface configurations are used to configure different first type air interfaces.
[0192] Each first type of air interface configured for the one or more first air interface configurations includes one or more functional modules, at least one of the one or more functional modules being implemented based on AI. The first apparatus serves as a receiving device, and optionally, the one or more functional modules in each first type of air interface configured for the one or more first air interface configurations include at least one of the following: a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, a radio frequency processing module, a scheduler module, or an encryption / decryption module.
[0193] Optionally, the one or more first air interface configurations correspond to the one or more first measurement results in a one-to-one manner. For example, one first air interface configuration corresponds to one first measurement result, and different first air interface configurations correspond to different first measurement results.
[0194] Optionally, the one or more first measurement signals correspond to the one or more first air interface configurations, and the first measurement result corresponding to each first measurement signal is obtained by measurement based on the first air interface configuration corresponding to the first measurement signal.
[0195] In a possible implementation manner, each of the one or more first measurement signals corresponds to multiple first air interface configurations.
[0196] In this implementation, different first measurement signals may correspond to different first air interface configurations, or different first measurement signals may correspond to the same first air interface configuration. For example, as shown in Table 3, the one or more first air interface configurations include four first air interface configurations, and the one or more first measurement signals include four first measurement signals, namely, first measurement signal 1 to first measurement signal 4. Each first measurement signal corresponds to the four first air interface configurations, and the second apparatus measures each first measurement signal based on the four first air interface configurations to obtain the first measurement results shown in Table 3.
[0197] Table 3
[0198] In another possible implementation, the one or more first measurement signals correspond one-to-one to the one or more first air interface configurations. In this implementation, optionally, one first measurement signal corresponds to one first air interface configuration, and different first measurement signals correspond to different first air interface configurations. For another example, as shown in Table 4, the one or more first air interface configurations include four first air interface configurations, and the one or more first measurement signals include four first measurement signals, namely, first measurement signal 1 to first measurement signal 4. First measurement signal 1 corresponds to first air interface configuration 1, first measurement signal 2 corresponds to first air interface configuration 2, first measurement signal 3 corresponds to first air interface configuration 3, and first measurement signal 4 corresponds to first air interface configuration 4. First measurement result 1 is obtained by the second device measuring first measurement signal 1 based on first air interface configuration 1. First measurement result 2 is obtained by the second device measuring first measurement signal 2 based on first air interface configuration 2. First measurement result 3 is obtained by the second device measuring first measurement signal 3 based on first air interface configuration 3. First measurement result 4 is obtained by the second device measuring first measurement signal 4 based on first air interface configuration 4.
[0199] Table 4
[0200] Optionally, the one or more first air interface configurations are pre-configured in the first device.
[0201] Optionally, the one or more first measurement signals include a first target measurement signal. The above step 502 specifically includes step 502a and step 502b.
[0202] 502a. The first device receives the first target measurement signal through the first type of air interface configured by the first air interface configuration corresponding to the first target measurement signal.
[0203] For example, the following describes, in conjunction with FIG4 , a possible implementation method for a first device to receive a first target measurement signal via a first type of air interface configured by a first air interface configuration corresponding to the first target measurement signal. As shown in FIG4 , the first type of air interface configured by the first air interface configuration corresponding to the first target measurement signal includes a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, and a radio frequency processing module. The channel decoding module, the symbol demodulation module, the resource demapping module, the waveform demodulation module, and the radio frequency processing module are implemented by a neural network 2. The first device processes the first target measurement signal from the second device through radio frequency processing, waveform demodulation, resource demapping, symbol demodulation, and channel decoding via the neural network 2, thereby receiving the first target measurement signal.
[0204] 502b. The first device determines a first measurement result corresponding to the first target measurement signal according to the first target measurement signal received by the first device.
[0205] In one possible implementation, the first device determines the similarity between a first target measurement signal received by the first device and a first target measurement signal pre-agreed between the first device and the second device. That is, the first measurement signal corresponding to the first target measurement signal includes the first target measurement signal received by the first device and the similarity between the first target measurement signal pre-agreed between the first device and the second device. For example, the first device calculates the correlation coefficient between the first target measurement signal received by the first device and the first target measurement signal pre-agreed between the first device and the second device. This correlation coefficient is used to characterize the similarity between the first target measurement signal received by the first device and the first target measurement signal pre-agreed between the first device and the second device. For example, the data carried by the first target measurement signal received by the first device is alphab, and the data carried by the first target measurement signal pre-agreed between the first device and the second device is alpha. Therefore, it can be determined that the similarity between the first target measurement signal received by the first device and the first target measurement signal pre-agreed between the first device and the second device is 80%.
[0206] In another possible implementation, the first device determines a bit error rate of a data packet carried in a first target measurement signal received by the first device. That is, the first measurement result corresponding to the first target measurement signal includes the bit error rate of the data packet carried in the first target measurement signal received by the first device.
[0207] Optionally, the embodiment shown in FIG5 further includes step 501b.
[0208] 501b. The second device sends one or more first indication information to the first device. Correspondingly, the first device receives one or more first indication information from the second device.
[0209] The one or more first indication information corresponds to the one or more first measurement signals. Each first indication information is used to indicate the first air interface configuration corresponding to the first measurement signal corresponding to the first indication information. The first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal. For example, as shown in Table 4, the one or more first indication information may include four first indication information, namely first indication information 1 to first indication information 4. First indication information 1 is used to indicate that the first measurement signal 1 corresponds to the first air interface configuration 1. First indication information 2 is used to indicate that the first measurement signal 2 corresponds to the first air interface configuration 2. First indication information 2 is used to indicate that the first measurement signal 3 corresponds to the first air interface configuration 3. First indication information 4 is used to indicate that the first measurement signal 4 corresponds to the first air interface configuration 4. This enables the first device to measure the corresponding first measurement signal based on the corresponding first air interface configuration.
[0210] Optionally, there is no fixed order for executing step 501b and step 501. Step 501 may be executed first, followed by step 501b; or, step 501b may be executed first, followed by step 501; or, depending on the circumstances, both steps 501 and 501b may be executed simultaneously, which is not limited in this application. If the embodiment shown in FIG. 5 also includes step 501a, step 501b may be executed before step 501a.
[0211] Optionally, the one or more first indication information are carried in measurement control information.
[0212] Optionally, the measurement control information is carried in an RRC message. For example, the measurement control information is carried in an RRC reconfiguration message. In this implementation, optionally, the second device sends an RRC reconfiguration complete message to the first device.
[0213] Optionally, the second device may send the one or more first indication information to the first device via the first type air interface or the second type air interface currently used by the second device. Correspondingly, the first device may receive the one or more first indication information from the second device via the first type air interface or the second type air interface currently used by the first device.
[0214] 503. The first device sends one or more first measurement results to the second device. Correspondingly, the second device receives the one or more first measurement results from the first device.
[0215] Specifically, after the second device receives the one or more first measurement results, the second device can determine the performance of each first type air interface configured by the one or more first air interface configurations based on the one or more second measurement results. This facilitates the second device indicating the corresponding first air interface configuration to the first device, thereby facilitating the first device and the second device to establish the first type air interface configured by the first air interface configuration. The first device can receive data and / or signals sent by the second device via the first type air interface configured by the first air interface configuration.
[0216] Optionally, the second device may determine the performance of each first type air interface configured by the one or more second air interface configurations using the one or more first measurement results. The second device may select a corresponding second air interface configuration for the second device, and enable the second device to establish a first type air interface with the first device using the second air interface configuration. The second device may send data and / or signals to the first device via the first type air interface configured by the second air interface configuration.
[0217] In one possible implementation, the second device may indicate the second air interface configuration selected by the second device to the first device. The first device may also transmit data and / or signals to the second device via the first type air interface configured by the second air interface configuration. The second device may also receive data and / or signals transmitted by the first device via the first type air interface configured by the first air interface configuration selected for the first device.
[0218] Optionally, the first device may send the one or more first measurement results to the second device via the first type air interface or the second type air interface currently used by the second device. Correspondingly, the second device may receive the one or more first measurement results from the first device via the first type air interface or the second type air interface currently used by the second device.
[0219] In an embodiment of the present application, a first device receives one or more first measurement signals from a second device. Then, the first device measures the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations. The first device sends the one or more first measurement results to the second device. It can be seen that the first device can measure the one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results. The first device sends the one or more first measurement results to the second device. The performance of the first type of air interface configured by the one or more first air interface configurations is thereby characterized by the one or more first measurement results. This facilitates the second device to indicate the corresponding first air interface configuration to the first device, thereby facilitating the first device and the second device to establish the first type of air interface configured by the first air interface configuration.
[0220] It should be noted that the above is an introduction to the technical solution of the present application using the first device as a receiving device for measuring signals and the second device as a sending device for measuring signals as an example. In actual applications, when the first device serves as a sending device for measuring signals and the second device serves as a receiving device for measuring signals, the first device in the embodiment shown in FIG5 above can be replaced by the second device, and the second device can be replaced by the first device, thereby realizing the selection of a suitable first type of air interface for the first device to send data and / or signals to the second device. Optionally, it is also possible to realize the selection of a suitable first type of air interface for the second device to receive data and / or signals from the first device.
[0221] In the present application, optionally, each of the one or more first air interface configurations includes a set of parameters corresponding to each functional module in one or more functional modules. If the functional module is implemented based on AI, the functional module corresponds to a set of model parameters. For example, the functional module corresponds to a set of neural network parameters. If the functional module is implemented based on non-AI, the functional module corresponds to a set of related parameters, for example, the functional module corresponds to a set of traditional signal processing parameters. For example, the set of related parameters corresponding to the functional module includes at least one of the following: modulation mode, modulation order, or channel coding rate.
[0222] The following describes a process in which the second device indicates the first air interface configuration to the first device, thereby implementing a first type of air interface established between the first device and the second device, in conjunction with the implementation shown in FIG6 or the embodiment shown in FIG8 .
[0223] FIG6 is a schematic diagram of another embodiment of the measurement method of the present application. Referring to FIG6 , the method includes:
[0224] 601. A second device sends second indication information to a first device. Correspondingly, the first device receives the second indication information from the second device.
[0225] The second indication information is used to activate at least one first air interface configuration among the one or more first air interface configurations.
[0226] Optionally, the second indication information is carried in the MAC CE. For example, the one or more first air interface configurations include seven first air interface configurations, namely, first air interface configuration 1 to first air interface configuration 8. As shown in Figure 7, the second indication information is the byte Qct1 in the MAC CE, the first bit in the byte corresponds to the first air interface configuration 1, the second bit corresponds to the first air interface configuration 2, the third bit corresponds to the first air interface configuration 3, the fourth bit corresponds to the first air interface configuration 4, the fifth bit corresponds to the first air interface configuration 5, the sixth bit corresponds to the first air interface configuration 6, the seventh bit corresponds to the first air interface configuration 7, and the eighth bit corresponds to the first air interface configuration 8. The second device indicates whether to activate the one or more first air interface configurations through the value of each bit in the byte. For example, if the value of a bit in the byte is 1, it indicates that the first air interface configuration corresponding to the bit is activated; if the value of a bit in the byte is 0, it indicates that the first air interface configuration corresponding to the bit is not activated, that is, the first air interface configuration corresponding to the bit is in a candidate state. For example, if the values of the first bit and the third bit in the byte are both 1 and the values of the other bits are all 0, it means that the first air interface configuration 1 and the first air interface configuration 3 are activated, and the other first air interface configurations are in the candidate state.
[0227] Optionally, the second indication information is a bit sequence, where bits in the bit sequence correspond to one or more first air interface configurations, and values of bits in the bit sequence are used to indicate whether to activate the first air interface configuration corresponding to the bit.
[0228] For example, a bit in the bit sequence corresponds to a first air interface configuration in one or more first air interface configurations, and different bits in the bit sequence correspond to different first air interface configurations. For example, when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is in a candidate state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is in an activated state; or, when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is in an activated state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is in a candidate state.
[0229] Optionally, the second device sends the second indication information to the first device via the first type air interface or the second type air interface currently used by the second device. Correspondingly, the first device receives the second indication information from the second device via the first type air interface or the second type air interface currently used by the first device.
[0230] Optionally, the embodiment shown in FIG6 further includes step 602 , which may be performed after step 601 .
[0231] 602. The first device establishes a first type of air interface with the second device through the first air interface configuration 1 indicated by the second indication information.
[0232] Optionally, at least one first air interface configuration includes a first air interface configuration 1. The first device establishes a first type of air interface with the second device through the first air interface configuration 1. As shown in Figure 4, the first air interface configuration 1 includes one or more functional modules, each of which is implemented based on AI. The one or more functional modules are implemented by a neural network 2. The first device can process data and / or signals from the second device through the neural network 2, thereby recovering the data and / or signals sent by the second device.
[0233] Optionally, the at least one first air interface configuration includes multiple first air interface configurations. The second indication information also includes priorities of the multiple first air interface configurations. Alternatively, the second device indicates the priorities of the multiple first air interface configurations to the first device through other information.
[0234] Optionally, the first device may select the first air interface configuration with the highest or higher priority to establish a first type of air interface with the second device. Alternatively, the first device may select a first air interface configuration with better or best performance from the multiple first air interface configurations based on the one or more first measurement results, and establish the first type of air interface with the second device.
[0235] Optionally, the embodiment shown in FIG6 further includes steps 603 to 607. Steps 603 to 607 may be performed after step 602.
[0236] 603. The second device sends a second measurement signal to the first device. Correspondingly, the first device receives the second measurement signal from the second device.
[0237] The second device generates a second measurement signal based on one or more second air interface configurations and sends the second measurement signal to the first device. For example, the second measurement signal corresponds to one of the one or more second air interface configurations. The second device generates the second measurement signal based on the second air interface configuration. That is, the second device processes the data or information to be transmitted based on one or more functional modules in the first type of air interface configured according to the second air interface configuration to obtain the second measurement signal. The second measurement signal is an air interface signal.
[0238] 604. The first apparatus measures a second measurement signal based on the first air interface configuration 2 in the candidate state indicated in the second indication information to obtain a second measurement result.
[0239] The second measurement result represents the performance of the first type of air interface configured by the first air interface configuration 2.
[0240] The description of step 604 and step 502 in the embodiment shown in FIG. 5 will not be repeated here.
[0241] Optionally, the above step 604 specifically includes step 604a and step 604b.
[0242] 604a. The first device receives a second measurement signal through the first type of air interface configured by the first air interface configuration 2.
[0243] 604b. The first device determines a second measurement result corresponding to the second measurement signal according to the second measurement signal.
[0244] Steps 604a to 604b are similar to the aforementioned steps 502a to 502b. For details, please refer to the relevant introduction of the aforementioned steps 502a to 502b.
[0245] 605. The first device sends the second measurement result to the second device. Correspondingly, the second device receives the second measurement result from the first device.
[0246] Optionally, the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to a first threshold.
[0247] Specifically, if the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to the first threshold, the first device may send the second measurement result to the second device. It should be noted that if the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is less than the first threshold, the first device may not send the second measurement result. The first device continues to communicate with the second device using the first type of air interface configured by the first air interface configuration 1.
[0248] Optionally, the first threshold can be determined in conjunction with the channel state. For example, the second measurement result includes the similarity between the recovered second measurement signal and a second measurement signal pre-agreed between the first and second devices. Alternatively, the second measurement result includes the bit error rate of the data packet carried by the recovered second measurement signal. For example, the first threshold can be 80% or 90%.
[0249] Optionally, the first device sends the second measurement result to the second device through the first type of air interface configured by the first air interface configuration 1, and correspondingly, the second device receives the second measurement result from the first device through the corresponding first type of air interface.
[0250] Optionally, the first device sends the second measurement result to the second device via the second type of air interface, and correspondingly, the second device receives the second measurement result from the first device via the second type of air interface.
[0251] 606. The second device sends third indication information to the first device. Correspondingly, the first device receives the third indication information from the second device.
[0252] The third indication information is used to activate the first air interface configuration 2. In this implementation, the second device can reselect the activated first air interface configuration for the first device through the third indication information, thereby facilitating the update of the first air interface configuration used by the first device.
[0253] Optionally, the second device sends the third indication information to the first device via the first type air interface. Correspondingly, the first device receives the third indication information from the second device via the first type air interface configured by the first air interface configuration 1;
[0254] Optionally, the second device sends the third indication information to the first device via the second type of air interface, and the first device receives the third indication information from the first device via the second type of air interface.
[0255] 607. The first device establishes a first type of air interface with the second device through the first air interface configuration 2.
[0256] Step 607 is similar to the aforementioned step 602. For details, please refer to the relevant introduction of the aforementioned step 602, which will not be repeated here.
[0257] In the embodiment shown in FIG. 6 , the second device sends second indication information to the first device. This enables the second device to indicate at least one first air interface configuration to the first device. The first device then establishes a first-type air interface with the second device using first air interface configuration 1 of the at least one first air interface configuration. Furthermore, if the second device determines, based on the second measurement result reported by the first device, that first air interface configuration 2 has superior performance, the second device may reselect the first air interface configuration for the first device. This improves transmission performance between the first and second devices.
[0258] FIG8 is a schematic diagram of another embodiment of the measurement method of the present application. Referring to FIG8 , the method includes:
[0259] 801. A second device sends second indication information to a first device. Correspondingly, the first device receives the second indication information from the second device.
[0260] Step 801 is similar to step 601 in the embodiment shown in FIG. 6 . For details, please refer to the relevant introduction of step 601 , which will not be repeated here.
[0261] Optionally, the second device sends the first indication information to the first device via the first type air interface or the second type air interface currently used by the second device. Correspondingly, the first device receives the first indication information from the second device via the first type air interface or the second type air interface currently used by the first device.
[0262] Optionally, the embodiment shown in FIG8 further includes step 802 , which may be performed after step 801 .
[0263] 802. The first device establishes a first type of air interface with the second device through the first air interface configuration 1.
[0264] Step 802 is similar to step 602 in the embodiment shown in FIG. 6 . For details, please refer to the relevant introduction of step 602 , which will not be repeated here.
[0265] Optionally, the embodiment shown in FIG8 further includes step 803 to step 804. Steps 803 to 804 may be performed after step 802.
[0266] 803. The second device sends fourth indication information to the first device. Correspondingly, the first device receives the fourth indication information from the second device.
[0267] Among them, the fourth indication information is used to indicate a first air interface configuration among the first air interface configurations activated in the second indication information; or, the fourth indication information is used to instruct the first device to use the second type of air interface to establish a connection with the second device; or, the fourth indication information is used to instruct the first device to reselect a first air interface configuration from the first air interface configurations activated in the second indication information.
[0268] Optionally, the second device sends the fourth indication information to the first device via the first type air interface. Correspondingly, the first device receives the fourth indication information from the second device via the first type air interface configured by the first air interface configuration 1.
[0269] Optionally, the second device sends fourth indication information to the first device via the second type of air interface, and correspondingly, the first device receives the fourth indication information from the second device via the second type of air interface.
[0270] Optionally, when the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold, the second device sends fourth indication information to the first device.
[0271] Optionally, the fourth indication information is carried in the first DCI.
[0272] Optionally, the fourth indication information is the first field in the first DCI. The value of the first field is used to indicate the corresponding first air interface configuration, or to instruct the first device to fall back to using the second type of air interface to establish a connection with the second device, or to instruct the first device to reselect a first air interface configuration from the first air interface configuration activated in the second indication information. For example, the first field is the air interface indicator field in the first DCI.
[0273] The following describes two possible indication methods for the first field. This application is still applicable to other indication methods and does not limit them specifically.
[0274] Implementation method 1: The at least one first air interface configuration activated by the second indication information includes the first air interface configuration 2, the first air interface configuration 3, and the first air interface configuration 4. The length of the first field is 2 bits. When the value of the first field is 00, it indicates that the first device falls back to using the second type of air interface to establish a connection with the second device. When the value of the first field is 01, it indicates the first air interface configuration 2. When the value of the first field is 10, it indicates the first air interface configuration 3. When the value of the first field is 11, it indicates the first air interface configuration 4.
[0275] It should be noted that the various values and indicated meanings of the above-mentioned first field are possible examples and do not limit the indication method of the first field. This application does not make any specific limitations.
[0276] Implementation method 2: The length of the first field is 1 bit. The value of the first field is used to instruct the first device to reselect a first air interface configuration from the first air interface configuration activated in the second indication information. For example, the value of the first field is 1, indicating that the first device reselects a first air interface configuration from the first air interface configuration activated in the second indication information. Alternatively, the value of the first field is 0, indicating that the first device reselects a first air interface configuration from the first air interface configuration activated in the second indication information. Alternatively, the value of the first field is opposite to the value of the field for indicating the reselection of the first air interface configuration received by the first device before the first DCI, indicating that a first air interface configuration is reselected from the first air interface configuration activated in the second indication information. For example, if the value of the field for indicating the reselection of the first air interface configuration received by the first device before the first DCI is 1, and the value of the first field is 0, then the first field indicates that a first air interface configuration is reselected from the first air interface configuration activated in the second indication information.
[0277] Optionally, the first DCI also includes a time / frequency domain resource assignment field, which is used to indicate the time / frequency resource position occupied by the first type of air interface indicated by the fourth indication information. For example, the length of the time / frequency domain resource assignment field is X bits. X is an integer greater than or equal to 1. For example, X is 1, 2, 3 or 4. Optionally, the time / frequency domain resource assignment field can directly indicate the time / frequency resource position occupied by the first type of air interface indicated by the fourth indication information. Alternatively, the time / frequency domain resource assignment field can indicate the offset of the time / frequency resource position occupied by the first type of air interface indicated by the fourth indication information relative to the time / frequency resource position occupied by the first type of air interface currently adopted by the first device.
[0278] Optionally, the first DCI further includes a switching timing offset field, where the switching timing offset field is used to indicate the effective time of the first type of air interface indicated by the fourth indication information. For example, the length of the switching timing offset field is Y bits, where Y is an integer greater than or equal to 1. For example, Y is 1, 2, or 3.
[0279] Optionally, two possible triggering methods for the first device to detect the first DCI are described below. This application is still applicable to other triggering methods, and the following implementation methods do not limit this application.
[0280] The triggering mode 1 is described below in conjunction with step 803a. Optionally, the embodiment shown in FIG8 further includes step 803a, which can be performed before step 803.
[0281] 803a. When the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold, the first device detects a first DCI.
[0282] In this implementation, upon detecting that the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold, the first device detects the first DCI, thereby reducing DCI detection power consumption of the first device.
[0283] The following describes triggering mode 2 in conjunction with step 803b and step 803a. Optionally, the embodiment shown in FIG8 further includes step 803b and step 803a. Step 803b and step 803a can be performed before step 803.
[0284] 803b: The second device sends a trigger signal to the first device. The trigger signal is used to trigger the first device to detect the first DCI. Correspondingly, the first device receives the trigger signal from the second device.
[0285] Optionally, the second device sends a trigger signal to the first device via the first type air interface. Correspondingly, the first device receives the trigger signal from the second device via the first type air interface configured by the first air interface configuration 1.
[0286] Optionally, the second device sends a trigger signal to the first device via the second type of air interface. Correspondingly, the first device receives the trigger signal from the second device via the second type of air interface.
[0287] 803a. The first device detects a first DCI.
[0288] In this implementation, after the first device receives the trigger signal, the first device detects the first DCI, thereby reducing the DCI detection power consumption of the first device.
[0289] 804. The first device establishes a first type of air interface with the second device through the first air interface configuration indicated by the fourth indication information, or the first device establishes a second type of air interface with the second device, or the first device establishes a first type of air interface with the second device through the first air interface configuration reselected by the first device.
[0290] For example, the fourth indication information indicates the first air interface configuration, and the first device establishes the first type of air interface with the second device through the first air interface configuration. This implementation process is similar to the aforementioned step 602. For details, please refer to the relevant introduction of the aforementioned step 602, which will not be repeated here.
[0291] For another example, the fourth indication information instructs the first device to fall back to using the second type of air interface to establish a connection with the second device. The first device establishes the second type of air interface with the second device.
[0292] For another example, the fourth indication information instructs the first device to reselect a first air interface configuration from the first air interface configurations activated in the second indication information. The first device reselects a first air interface configuration from the first air interface configurations activated in the second indication information, and establishes a first type of air interface with the second device using the first air interface configuration. This implementation process is similar to the aforementioned step 602. For details, please refer to the relevant description of the aforementioned step 602 and will not be repeated here.
[0293] In the embodiment shown in FIG. 8 , the second device sends second indication information to the first device. This enables the second device to indicate at least one first air interface configuration to the first device. The first device then establishes a first-type air interface with the second device using first air interface configuration 1 of the at least one first air interface configuration. Furthermore, when the performance of the first-type air interface configured by first air interface configuration 1 is less than a first threshold, the second device may reselect the first air interface configuration for the first device using fourth indication information. This improves transmission performance between the first and second devices.
[0294] In the present application, optionally, each first type of air interface configured by the one or more first air interface configurations includes one or more functional modules. The one or more first air interface configurations include one or more sets of model parameters corresponding to each functional module in the one or more functional modules implemented based on AI. For example, the one or more sets of model parameters corresponding to each functional module include one or more sets of neural network parameters corresponding to each functional module. Optionally, the one or more first air interface configurations also include one or more sets of related parameters corresponding to each functional module in the one or more functional modules implemented based on non-AI. For example, the one or more sets of related parameters corresponding to each functional module include one or more sets of traditional signal processing parameters corresponding to each functional module. For example, a set of related parameters corresponding to each functional module includes at least one of the following: modulation mode, modulation order, or channel coding rate.
[0295] The following describes a process in which the second device indicates to the first device whether each of the one or more functional modules is implemented based on AI and the parameters used by each functional module in conjunction with the embodiment shown in FIG9 .
[0296] FIG9 is a schematic diagram of another embodiment of the measurement method of the present application. Referring to FIG9 , the method includes:
[0297] 901. The second device sends fifth indication information and / or sixth indication information to the first device. Correspondingly, the first device receives the fifth indication information and / or sixth indication information from the second device.
[0298] The fifth indication information is used to indicate whether each of the one or more functional modules is implemented based on AI. The sixth indication information is used to indicate the model parameters used by the functional modules implemented based on AI in the one or more functional modules.
[0299] Each Type 1 air interface includes one or more functional modules, each of which can be implemented based on AI or non-AI. Therefore, the second device can flexibly indicate whether each functional module is implemented based on AI through step 901. This allows all functional modules in the Type 1 air interface to be implemented based on AI, or some functional modules in the Type 1 air interface to be implemented based on non-AI.
[0300] Optionally, the second device sends the fifth indication information and / or the sixth indication information to the first device via the second type of air interface, and accordingly, the first device receives the fifth indication information and / or the sixth indication information from the second device via the second type of air interface. Alternatively, the second device sends the fifth indication information and / or the sixth indication information to the first device via the first type of air interface currently used by the second device, and accordingly, the first device receives the fifth indication information and / or the sixth indication information from the second device via the second type of air interface currently used by the first device.
[0301] Optionally, the fifth indication information and the sixth indication information may be sent separately or simultaneously, which is not limited in this application.
[0302] Optionally, the fifth indication information and the sixth indication information are carried in the second DCI.
[0303] Optionally, the fifth indication information is the first field in the second DCI. Several possible implementations of the first field are described below. This application is still applicable to other implementations, and this application does not limit them specifically.
[0304] Implementation 1: The length of the first field is equal to the number of functional modules in the one or more functional modules, M. One bit in the first field corresponds to one functional module, and the value of the bit is used to indicate whether the functional module corresponding to the bit is implemented based on AI.
[0305] For example, the first field is the Activation field of the second DCI, and the length of the Activation field is 5 bits. As shown in Figure 4, the first bit of the Activation field is used to indicate whether the channel decoding module is implemented based on AI, the second bit is used to indicate whether the symbol demodulation module is implemented based on AI, the third bit is used to indicate whether the resource demapping module is implemented based on AI, the fourth bit is used to indicate whether the waveform demodulation module is implemented based on AI, and the fifth bit is used to indicate whether the RF processing module is implemented based on AI. Optionally, when a bit of the Activation field is set to 1, it indicates that the functional module corresponding to the bit is implemented based on AI. When a bit of the Activation field is set to 0, it indicates that the functional module corresponding to the bit is not implemented based on AI. For example, a value of 11111 indicates that the channel decoding module, symbol demodulation module, resource demapping module, waveform demodulation module, and RF processing module are all implemented based on AI. For another example, a value of 10001 indicates that the channel decoding module and RF processing module are both implemented based on AI, and the symbol demodulation module, resource demapping module, and waveform demodulation module are not implemented based on AI. Alternatively, when the value of a bit of the activation field is 0, it indicates that the functional module corresponding to the bit is implemented based on non-AI. When the value of a bit of the activation field is 1, it indicates that the functional module corresponding to the bit is implemented based on AI.
[0306] Implementation 2: One or more functional modules are divided into R module groups, and the length of the first field is The value of the first field is used to indicate whether the functional modules in each of the R module groups are implemented based on AI, where R is an integer greater than or equal to 1.
[0307] For example, the first field is the activation field of the second DCI. As shown in Figure 4, the one or more functional modules include a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, and a radio frequency processing module. The channel decoding module, symbol demodulation module, and resource demapping module constitute module group 1. The channel decoding module, symbol demodulation module, and waveform demodulation module constitute module group 2. The channel decoding module, waveform demodulation module, and radio frequency processing module constitute module group 3. In other words, R is equal to 3. Therefore, the length of the first field is 2 bits. As shown in Table 5, when the value of the first field is 00, it indicates that the functional modules in module group 1 are implemented based on AI, while the other functional modules are not. When the value of the first field is 01, it indicates that the functional modules in module group 2 are implemented based on AI, while the other functional modules are not. When the value of the first field is 10, it indicates that the functional modules in module group 3 are implemented based on AI, while the other functional modules are not. When the value of the first field is 11, it indicates that all functional modules are implemented based on AI.
[0308] Table 5
[0309] The above shows two possible implementations of the first field. This application is still applicable to other implementations, and this application does not limit them specifically. For example, the one or more functional modules are divided into R module groups, the length of the first field is R bits, each of the R bits corresponds to a module group, and different bits correspond to different module groups. This bit is used to indicate whether the functional modules in the module group corresponding to the bit are implemented based on AI. For example, the one or more functional modules include a channel decoding module, a symbol demodulation module, a de-resource mapping module, a waveform demodulation module, and a radio frequency processing module. The channel decoding module and the symbol demodulation module constitute module group 1, the de-resource mapping module and the waveform demodulation module constitute module group 2, and the radio frequency processing module is alone as module group 3. Therefore, the length of the first field can be 3 bits. Optionally, a bit in the first field has a value of 1, indicating that the functional module in the module group corresponding to the bit is implemented based on AI, and a bit in the first field has a value of 0, indicating that the functional module in the module group corresponding to the bit is implemented based on non-AI. Alternatively, a bit of the first field has a value of 0, indicating that the functional modules in the module group corresponding to the bit are implemented based on non-AI, and a bit of the first field has a value of 1, indicating that the functional modules in the module group corresponding to the bit are implemented based on AI. For example, a value of the first field is 111, indicating that the functional modules in module group 1, the functional modules in module group 2, and the functional modules in module group 3 are all implemented based on AI. For another example, a value of the first field is 100, indicating that the functional modules in module group 1 are all implemented based on AI, and the functional modules in module group 2 and the functional modules in module group 3 are all implemented based on non-AI.
[0310] The sixth indication information is the model index field in the second DCI, which is used to indicate the model parameters adopted by the AI-based functional module in the one or more functional modules.
[0311] Optionally, the sixth indication information further indicates relevant parameters adopted by the non-AI-implemented functional modules among the one or more functional modules.
[0312] Optionally, the embodiment shown in FIG9 further includes steps 902 and 903. Steps 902 and 903 may be performed after step 901.
[0313] 902. The first device determines parameters used by each of the one or more functional modules based on the fifth indication information and / or the sixth indication information.
[0314] 903. The first device establishes an air interface with the second device using parameters adopted by each of the one or more functional modules.
[0315] Optionally, if at least one of the one or more functional modules is implemented based on AI, the first device establishes a first type of air interface with the second device using parameters used by each of the one or more functional modules. If all of the one or more functional modules are implemented based on non-AI, the first device establishes a second type of air interface with the second device using parameters used by each of the one or more functional modules.
[0316] It should be noted that, in addition to the implementation shown in the fifth indication information in step 901 above, the second device may optionally send a seventh indication information to the first device. The seventh indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI. For example, the number of bits included in the seventh indication information is M is the number of the one or more functional modules. For example, the one or more functional modules include a channel decoding module, a symbol demodulation module and a waveform demodulation module. For example, if the value of the seventh indication information is 00, it means that each functional module in the one or more functional modules is implemented based on AI. If the value of the seventh indication information is 01, it means that the channel decoding module in the one or more functional modules is implemented based on AI, and the other functional modules are implemented based on non-AI. If the value of the seventh indication information is 10, it means that the symbol demodulation module in the one or more functional modules is implemented based on AI, and the other functional modules are implemented based on non-AI. If the value of the seventh indication information is 11, it means that the waveform demodulation module in the one or more functional modules is implemented based on AI, and the other functional modules are implemented based on non-AI. If the second device needs to indicate that the multiple functional modules are implemented based on AI, then the second device can send multiple seventh indication information to the first device. Each seventh indication information is used to indicate that the corresponding functional module is implemented based on AI.
[0317] In the embodiment shown in FIG9 above, the first device receives the fifth indication information and / or the sixth indication information from the second device. The fifth indication information is used to indicate whether each functional module in the one or more functional modules is implemented based on AI. The sixth indication information is used to indicate the model parameters adopted by the functional modules based on AI implementation in the one or more functional modules. This facilitates the first device to determine whether each functional module is implemented based on AI and the parameters adopted by each functional module. This enables the first device to establish a corresponding air interface with the second device. If all functional modules in the one or more functional modules are based on non-AI implementation, the first device establishes a second type of air interface with the second device. If some or all functional modules in the one or more functional modules are implemented based on AI, the first device establishes a first type of air interface with the second device.
[0318] In the present application, the first device may optionally transmit control plane information to the second device via a second type of air interface. For example, a signaling radio bearer 0 (SRBO), SRB1, or SRB3. The first device may transmit user plane information to the second device via a first type of air interface. For example, a data radio bearer (DRB).
[0319] The first device and the second device provided in the embodiments of the present application are described below.
[0320] FIG10 is a schematic diagram of the structure of the first device according to an embodiment of the present application. Referring to FIG10 , the first device can be used to execute the processes executed by the first device in the embodiments shown in FIG5 , FIG6 , FIG8 and FIG9 . For details, please refer to the relevant description of the above method embodiments.
[0321] The first device 1000 includes a transceiver module 1001 and a processing module 1002 .
[0322] The processing module 1002 is used to process data. The transceiver module 1001 can implement corresponding communication functions. The transceiver module 1001 can also be called a communication interface or a communication module.
[0323] Optionally, the first device 1000 may further include a storage module, which may be used to store instructions and / or data. The processing module 1002 may read the instructions and / or data in the storage module so that the first device implements the aforementioned method embodiment.
[0324] The first device 1000 can be used to perform the actions performed by the first device in the above method embodiments. The first device 1000 can be a first device or a component configurable in the first device. The processing module 1002 is used to perform the processing-related operations on the first device side in the above method embodiments. The transceiver module 1001 is used to perform the reception-related operations on the first device side in the above method embodiments.
[0325] Optionally, the transceiver module 1001 may include a sending module and a receiving module. The sending module is used to perform the sending operation in the above method embodiment. The receiving module is used to perform the receiving operation in the above method embodiment.
[0326] It should be noted that the first device 1000 may include a sending module but not a receiving module. Alternatively, the first device 1000 may include a receiving module but not a sending module. The specific implementation depends on whether the above solution executed by the first device 1000 includes a sending action and a receiving action.
[0327] Optionally, the first device 1000 is used to perform the actions performed by the first device in the embodiments shown in Figures 5, 6, 8, and 9 above. For details, please refer to the relevant introductions to the embodiments shown in Figures 5, 6, 8, and 9 above, which will not be expanded in detail here. For example, the first device 1000 is used to perform the following scheme:
[0328] The transceiver module 1001 is configured to receive one or more first measurement signals from a second device;
[0329] A processing module 1002 is configured to measure one or more first measurement signals based on one or more first air interface configurations to obtain one or more first measurement results, where the one or more first measurement results are used to characterize performance of a first type of air interface configured by the one or more first air interface configurations;
[0330] The transceiver module 1001 is further configured to send one or more first measurement results to the second device.
[0331] In one possible implementation, each first type air interface includes one or more functional modules, and the one or more functional modules include at least one of the following: a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, a RF processing module, a scheduler module, or an encryption and decryption module, and one or more functional modules have at least one functional mode based on AI implementation.
[0332] In another possible implementation, one or more first measurement signals correspond to one or more first air interface configurations, and the first measurement result corresponding to each first measurement signal is obtained by measurement based on the first air interface configuration corresponding to the first measurement signal.
[0333] In another possible implementation, one or more first measurement signals include a first target measurement signal; the processing module 1002 is specifically used to: receive the first target measurement signal through the first type of air interface configured by the first air interface configuration corresponding to the first target measurement signal; and determine the first measurement result corresponding to the first target measurement signal based on the first target measurement signal.
[0334] In another possible implementation, the first measurement result includes the similarity between the first target measurement signal received by the first device and the first target measurement signal preset in the first device 1000, and / or includes the bit error rate of the data packet carried in the first target measurement signal received by the first device.
[0335] In another possible implementation, the transceiver module 1001 is also used to: receive one or more first indication information from the second device, the one or more first indication information corresponding to one or more first measurement signals, each first indication information is used to indicate the first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal.
[0336] In another possible implementation manner, one or more first indication information are carried in measurement control information.
[0337] In another possible implementation, the measurement control information is carried in an RRC message.
[0338] In another possible implementation, the transceiver module 1001 is further configured to: receive second indication information from the second device, where the second indication information is used to activate at least one first air interface configuration among the one or more first air interface configurations.
[0339] In another possible implementation manner, the at least one first air interface configuration includes multiple first air interface configurations, and the second indication information further includes priorities of the multiple first air interface configurations.
[0340] In another possible implementation manner, the second indication information is carried in a MAC CE.
[0341] In another possible implementation, the second indication information is a bit sequence, the bits in the bit sequence correspond to one or more first air interface configurations, and the value of the bit in the bit sequence is used to indicate whether to activate the first air interface configuration corresponding to the bit.
[0342] In another possible implementation, a bit in the bit sequence corresponds to a first air interface configuration in one or more first air interface configurations, and different bits in the bit sequence correspond to different first air interface configurations; when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is a candidate state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is an activated state; or, when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is an activated state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is a candidate state.
[0343] In another possible implementation, the at least one first air interface configuration includes a first air interface configuration 1, and the transceiver module 1001 is further configured to establish a first type of air interface with the second device through the first air interface configuration 1.
[0344] In another possible implementation, the transceiver module 1001 is further configured to: receive a second measurement signal from a second device;
[0345] The processing module 1002 is further configured to: measure a second measurement result based on the first air interface configuration 2 in the candidate state indicated in the second indication information, to obtain a second measurement result, where the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to a first threshold;
[0346] The transceiver module 1001 is further configured to: send the second measurement result to the second device; receive third indication information from the second device, where the third indication information is used to activate the first air interface configuration 2;
[0347] The processing module 1002 is further configured to establish a first type of air interface with the second device through the first air interface configuration 2.
[0348] In another possible implementation, the transceiver module 1001 is also used to: receive a fourth indication information from the second device; wherein the fourth indication information is used to indicate a first air interface configuration in the first air interface configuration activated in the second indication information, or the fourth indication information is used to indicate the first device 1000 to use the second type of air interface to establish a connection with the second device, or the fourth indication information is used to indicate the reselection of a first air interface configuration from the first air interface configuration activated in the second indication information; the processing module 1002 is also used to: establish a first type of air interface with the second device through the first air interface configuration indicated by the fourth indication information, or, establish a second type of air interface with the second device, or, establish a first type of air interface with the second device through the first air interface configuration reselected by the first device 1000.
[0349] In another possible implementation manner, the fourth indication information is carried in the first DCI.
[0350] In another possible implementation, the fourth indication information is the first field in the first DCI, and the value of the first field is used to indicate the corresponding first air interface configuration, or to instruct the first device 1000 to fall back to using the second type of air interface to establish a connection with the second device, or to indicate to reselect a first air interface configuration from the first air interface configuration activated in the second indication information.
[0351] In another possible implementation manner, the first DCI further includes time-domain and frequency-domain resource allocation, where the time-domain and frequency-domain resource allocation is used to indicate a time-frequency resource position occupied by the first type of air interface indicated by the fourth indication information.
[0352] In another possible implementation manner, the first DCI further includes a switching time offset, and the switching time offset is used to indicate a time when the first type of air interface indicated by the fourth indication information takes effect.
[0353] In another possible implementation, the processing module 1002 is further configured to: detect a first DCI when the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold.
[0354] In another possible implementation, the transceiver module 1001 is further used to: receive a trigger signal from the second device, where the trigger signal is used to trigger the first device 1000 to detect the first DCI; and the processing module 1002 is further used to: detect the first DCI.
[0355] In another possible implementation, each first type air interface includes one or more functional modules, and the one or more first air interface configurations in the first device 1000 include one or more sets of model parameters corresponding to each functional module in one or more functional modules implemented based on AI.
[0356] In another possible implementation, one or more first air interface configurations in the first device 1000 also include one or more sets of related parameters corresponding to each functional module in one or more functional modules implemented based on non-AI.
[0357] In another possible implementation, the transceiver module 1001 is also used to: receive fifth indication information and sixth indication information from the second device, the fifth indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI, and the sixth indication information is used to indicate the model parameters adopted by the functional modules implemented based on AI in one or more functional modules.
[0358] In another possible implementation, the fifth indication information and the sixth indication information are carried in the second DCI.
[0359] In another possible implementation, the fifth indication information is the first field in the second DCI, the length of the first field is equal to the number M of functional modules in the one or more functional modules, one bit in the first field corresponds to one functional module, and the value of the bit is used to indicate whether the functional module corresponding to the bit is implemented based on AI; or,
[0360] One or more functional modules are divided into R module groups, and the length of the first field is equal to The value of the first field is used to indicate whether the functional modules in each of the R module groups are implemented based on AI, where R is an integer greater than or equal to 1.
[0361] One or more functional modules in the first type of air interface configured by the one or more first air interface configurations may be implemented by the transceiver module 1001 and / or the processing module 1002 .
[0362] It should be understood that the specific process of each module executing the above corresponding process has been described in detail in the above method embodiment, and for the sake of brevity, it will not be repeated here.
[0363] The processing module 1002 in the above embodiment can be implemented by at least one processor or processor-related circuits. The transceiver module 1001 can be implemented by a transceiver or transceiver-related circuits. The transceiver module 1001 can also be referred to as a communication module or communication interface. The storage module can be implemented by at least one memory.
[0364] FIG11 is a schematic diagram of the structure of the second device according to an embodiment of the present application. Referring to FIG11 , the second device can be used to execute the process executed by the second device in the embodiments shown in FIG5 , FIG6 , FIG8 and FIG9 . For details, please refer to the relevant description of the above method embodiments.
[0365] The second device 1100 includes a transceiver module 1101. Optionally, the second device 1100 further includes a processing module 1102.
[0366] The processing module 1102 is used to process data. The transceiver module 1101 can implement corresponding communication functions. The transceiver module 1101 can also be called a communication interface or a communication module.
[0367] Optionally, the second device 1100 may further include a storage module, which may be used to store instructions and / or data. The processing module 1102 may read the instructions and / or data in the storage module so that the second device implements the aforementioned method embodiment.
[0368] The second device 1100 can be configured to execute the actions performed by the second device in the above method embodiments. The second device 1100 can be a second device or a component configurable in the second device. The processing module 1102 is configured to execute the processing-related operations on the second device side in the above method embodiments. The transceiver module 1101 is configured to execute the reception-related operations on the second device side in the above method embodiments.
[0369] Optionally, the transceiver module 1101 may include a sending module and a receiving module. The sending module is used to perform the sending operation in the above method embodiment. The receiving module is used to perform the receiving operation in the above method embodiment.
[0370] It should be noted that the second device 1100 may include a sending module but not a receiving module. Alternatively, the second device 1100 may include a receiving module but not a sending module. The specific implementation depends on whether the above solution executed by the second device 1100 includes a sending action and a receiving action.
[0371] Optionally, the second device 1100 is configured to perform the actions performed by the second device in the embodiments shown in Figures 5, 6, 8, and 9 above. For details, please refer to the relevant descriptions of the embodiments shown in Figures 5, 6, 8, and 9 above, which will not be expanded in detail here. For example, the second device 1100 is configured to perform the following scheme:
[0372] The transceiver module 1101 is used to send one or more first measurement signals to the first device; receive one or more first measurement results from the first device, where the one or more first measurement results are obtained by measuring the one or more first measurement signals based on one or more first air interface configurations, and the one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations.
[0373] In one possible implementation, each first type air interface includes one or more functional modules, and the one or more functional modules include at least one of the following: a channel decoding module, a symbol demodulation module, a resource demapping module, a waveform demodulation module, a RF processing module, a scheduler module, or an encryption and decryption module, and one or more functional modules have at least one functional mode based on AI implementation.
[0374] In another possible implementation, one or more first measurement signals correspond to one or more first air interface configurations, and the first measurement result corresponding to each first measurement signal is obtained by measurement based on the first air interface configuration corresponding to the first measurement signal.
[0375] In another possible implementation, the first measurement result includes the similarity between the first target measurement signal received by the first device and the first target measurement signal pre-agreed between the first device and the second device, and / or the first measurement result includes the bit error rate of the data packet carried in the first target measurement signal received by the first device.
[0376] In another possible implementation, the transceiver module 1101 is also used to: send one or more first indication information to the first device, one or more first indication information corresponding to one or more first measurement signals, each first indication information is used to indicate the first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal.
[0377] In another possible implementation manner, one or more first indication information are carried in measurement control information.
[0378] In another possible implementation, the measurement control information is carried in an RRC message.
[0379] In another possible implementation, the transceiver module 1101 is further configured to: send second indication information to the first apparatus, where the second indication information is used to activate at least one first air interface configuration among the one or more first air interface configurations.
[0380] In another possible implementation manner, the at least one first air interface configuration includes multiple first air interface configurations, and the second indication information further includes priorities of the multiple first air interface configurations.
[0381] In another possible implementation manner, the second indication information is carried in a MAC CE.
[0382] In another possible implementation, the second indication information is a bit sequence, the bits in the bit sequence correspond to one or more first air interface configurations, and the value of the bit in the bit sequence is used to indicate whether to activate the first air interface configuration corresponding to the bit.
[0383] In another possible implementation, a bit in the bit sequence corresponds to a first air interface configuration in one or more first air interface configurations, and different bits in the bit sequence correspond to different first air interface configurations; when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is a candidate state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is an activated state; or, when the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is an activated state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is a candidate state.
[0384] In another possible implementation, the first device establishes a first type of air interface with the second device 1100 through the first air interface configuration 1 activated by the second indication information; the second device 1100 also includes a processing module; the processing module 1102 is used to generate a second measurement result based on a first air interface configuration in the second device 1100; the transceiver module 1101 is also used to: receive a second measurement result from the first device, the second measurement result is obtained based on the measurement of the first air interface configuration 2, and the second measurement result characterizes that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to the first threshold; send a third indication information to the first device, and the third indication information is used to activate the first air interface configuration 2.
[0385] In another possible implementation, the transceiver module 1101 is also used to: send a fourth indication message to the first device, the fourth indication message is used to indicate a first air interface configuration in the first air interface configuration activated in the second indication message, or the fourth indication message is used to indicate the first device to use the second type of air interface to establish a connection with the second device 1100, or the fourth indication message is used to indicate the reselection of a first air interface configuration from the first air interface configuration activated in the second indication message.
[0386] In another possible implementation manner, the fourth indication information is carried in the first DCI.
[0387] In another possible implementation, the fourth indication information is the first field in the first DCI, and the value of the first field is used to indicate the corresponding first air interface configuration, or the value of the first field is used to indicate the first device to fall back to using the second type of air interface to establish a connection with the second device 1100, or the value of the first field is used to indicate reselection of a first air interface configuration from the first air interface configuration activated in the second indication information.
[0388] In another possible implementation manner, the first DCI further includes time-domain and frequency-domain resource allocation, where the time-domain and frequency-domain resource allocation is used to indicate a time-frequency resource position occupied by the first type of air interface indicated by the fourth indication information.
[0389] In another possible implementation manner, the first DCI further includes a switching time offset, and the switching time offset is used to indicate a time when the first type of air interface indicated by the fourth indication information takes effect.
[0390] In another possible implementation, the transceiver module 1101 is further configured to: send a trigger signal to the first apparatus, where the trigger signal is configured to trigger the first apparatus to detect the first DCI.
[0391] In another possible implementation, each first type air interface includes one or more functional modules, and one or more first air interface configurations include one or more sets of model parameters corresponding to each functional module in one or more functional modules implemented based on AI.
[0392] In another possible implementation, the one or more first air interface configurations further include one or more sets of related parameters corresponding to each functional module in one or more functional modules implemented based on non-AI.
[0393] In another possible implementation, the transceiver module 1101 is also used to: send fifth indication information and / or sixth indication information to the first device, the fifth indication information is used to indicate whether each functional module in one or more functional modules is implemented based on AI, and the sixth indication information is used for the model parameters adopted by the functional modules implemented based on AI in one or more functional modules.
[0394] In another possible implementation, the fifth indication information and the sixth indication information are carried in the second DCI.
[0395] In another possible implementation, the fifth indication information is the first field in the second DCI, the length of the first field is equal to the number M of functional modules in the one or more functional modules, one bit in the first field corresponds to one functional module, and the value of the bit is used to indicate whether the functional module corresponding to the bit is implemented based on AI; or,
[0396] One or more functional modules are divided into R module groups. The length of the first field is The value of the first field is used to indicate whether the functional modules in each of the R module groups are implemented based on AI.
[0397] The present application also provides an apparatus 1200. Referring to Figure 12 , apparatus 1200 includes a processor 1210 coupled to a memory 1220. Memory 1220 is configured to store computer programs, instructions, and / or data. Processor 1210 is configured to execute the computer programs, instructions, and / or data stored in memory 1220, thereby implementing the method described in the method embodiments described above. Apparatus 1200 is configured to implement the operations performed by the first apparatus or the second apparatus described in the method embodiments described above.
[0398] Optionally, the device 1200 includes one or more processors 1210.
[0399] Optionally, as shown in FIG12 , the apparatus 1200 may further include a memory 1220 .
[0400] Optionally, the memory 1220 included in the device 1200 may be one or more.
[0401] Optionally, the memory 1220 may be integrated with the processor 1210 or provided separately.
[0402] Optionally, as shown in Figure 12, the apparatus 1200 may further include a transceiver 1230, which is configured to receive and / or transmit signals. For example, the processor 1210 is configured to control the transceiver 1230 to receive and / or transmit signals.
[0403] The present application further provides an apparatus 1300, which may be a terminal device, a processor in the terminal device, or a chip. The apparatus 1300 may be configured to execute the operations performed by the first apparatus or the second apparatus in the above method embodiment.
[0404] When apparatus 1300 is a terminal device, FIG13 shows a simplified schematic diagram of the terminal device structure. As shown in FIG13 , the terminal device includes a processor, a memory, and a transceiver. The memory can store computer program code, and the transceiver includes a transmitter 1331, a receiver 1332, a radio frequency circuit (not shown), an antenna 1333, and input / output devices (not shown).
[0405] The processor is mainly used to process communication protocols and communication data; control terminal devices, execute software programs and process software program data, etc.
[0406] Memory is mainly used to store software programs and data.
[0407] Radio frequency circuits are mainly used for conversion between baseband signals and radio frequency signals and for processing radio frequency signals.
[0408] Antennas are mainly used to send and receive radio frequency signals in the form of electromagnetic waves.
[0409] The input and output device may include a touch screen, a display screen, or a keyboard. The input and output device is mainly used to receive data input by the user and output data to the user. It should be noted that some types of terminal devices may not have input and output devices.
[0410] When data needs to be sent, the processor performs baseband processing on the data to be sent and outputs the baseband signal to the RF circuit. The RF circuit then performs RF processing on the baseband signal and transmits the RF signal to the outside in the form of electromagnetic waves through the antenna. When data is sent to the terminal device, the RF circuit receives the RF signal through the antenna. The RF circuit converts the RF signal into a baseband signal and outputs the baseband signal to the processor. The processor converts the baseband signal into data and processes the data. For ease of explanation, Figure 13 shows only one memory, processor, and transceiver. In actual terminal device products, there may be one or more processors and one or more memories. The memory may also be referred to as a storage medium or storage device, etc. The memory may be set independently of the processor or integrated with the processor, and this embodiment of the application does not limit this.
[0411] In the embodiment of the present application, the antenna and radio frequency circuit with transceiver functions can be regarded as the transceiver module of the terminal device, and the processor with processing function can be regarded as the processing module of the terminal device.
[0412] As shown in FIG13 , the terminal device includes a processor 1310, a memory 1320, and a transceiver 1330. The processor 1310 may also be referred to as a processing unit, a processing board, a processing module, or a processing device. The transceiver 1330 may also be referred to as a transceiver unit, a transceiver, or a transceiver device.
[0413] Optionally, the device used to implement the receiving function in transceiver 1330 is considered a receiving module, and the device used to implement the transmitting function in transceiver 1330 is considered a transmitting module. That is, transceiver 1330 includes a receiver and a transmitter. A transceiver may also be sometimes referred to as a transceiver, a transceiver module, or a transceiver circuit. A receiver may also be sometimes referred to as a receiver, a receiving module, or a receiving circuit. A transmitter may also be sometimes referred to as a transmitter, a transmitting module, or a transmitting circuit.
[0414] The processor 1310 is configured to execute the processing actions on the first device or the second device side in the embodiments shown in Figures 5, 6, 8, and 9. The transceiver 1330 is configured to execute the transceiver actions on the first device or the second device side in the embodiments shown in Figures 5, 6, 8, and 9.
[0415] It should be understood that FIG13 is merely an example and not a limitation, and the terminal device including the transceiver module and the processing module may not rely on the structures shown in FIG10 , FIG11 or FIG13 .
[0416] When the device 1300 is a chip, the chip includes a processor, a memory, and a transceiver. The transceiver may be an input / output circuit or a communication interface. The processor may be a processing module, a microprocessor, or an integrated circuit integrated on the chip. The sending operation of the first or second device in the above method embodiment may be understood as an output of the chip, and the receiving operation of the first or second device in the above method embodiment may be understood as an input of the chip.
[0417] The present application also provides an apparatus 1400, which can be a network device or a chip. The apparatus 1400 can be used to perform the operations performed by the first apparatus or the second apparatus in the embodiments shown in FIG. 5 , FIG. 6 , FIG. 8 , and FIG. 9 .
[0418] When the apparatus 1400 is a network device, for example, a base station, FIG14 shows a simplified schematic diagram of a base station structure. The base station includes a portion 1410, a portion 1420, and a portion 1430.
[0419] Part 1410 is mainly used for baseband processing, base station control, etc.; Part 1410 is usually the control center of the base station, which can usually be called a processor, used to control the base station to execute the processing operations on the first device or second device side in the above method embodiment.
[0420] The 1420 section is primarily used to store computer program code and data.
[0421] Section 1430 is primarily used for receiving and transmitting RF signals and converting RF signals to baseband signals. Section 1430 can generally be referred to as a transceiver module, transceiver, transceiver circuit, or transceiver. The transceiver module in section 1430, which can also be referred to as a transceiver or transceiver, includes an antenna 1433 and a RF circuit (not shown in the figure), where the RF circuit is primarily used for RF processing. Optionally, the device used to implement the receiving function in section 1430 can be considered a receiver, and the device used to implement the transmitting function can be considered a transmitter. That is, section 1430 includes a receiver 1432 and a transmitter 1431. A receiver can also be referred to as a receiving module, receiver, or receiving circuit, and a transmitter can be referred to as a transmitting module, transmitter, or transmitting circuit.
[0422] Sections 1410 and 1420 may include one or more boards, each of which may include one or more processors and one or more memories. The processor is used to read and execute programs in the memory to implement baseband processing functions and control the base station. If multiple boards are present, the boards may be interconnected to enhance processing capabilities. As an optional implementation, multiple boards may share one or more processors, multiple boards may share one or more memories, or multiple boards may simultaneously share one or more processors.
[0423] For example, in one implementation, the transceiver module in section 1430 is used to perform the transceiver-related processes performed by the first device or the second device in the embodiments shown in Figures 5, 6, 8, and 9. The processor in section 1410 is used to perform the processing-related processes performed by the first device or the second device in the embodiments shown in Figures 5, 6, 8, and 9.
[0424] It should be understood that FIG14 is merely an example and not a limitation, and the network device including the processor, memory, and transceiver may not rely on the structures shown in FIG10 , FIG11 , or FIG14 .
[0425] When device 1400 is a chip, the chip includes a transceiver, a memory, and a processor. The transceiver may be an input / output circuit or a communication interface; the processor may be a processor, microprocessor, or integrated circuit integrated on the chip. In the above method embodiments, the sending operation of the first or second device can be understood as an output of the chip, and the receiving operation of the first or second device in the above method embodiments can be understood as an input of the chip.
[0426] An embodiment of the present application further provides a computer-readable storage medium storing computer instructions for implementing the method executed by the first device or the second device in the above method embodiment.
[0427] For example, when the computer program is executed by a computer, the computer can implement the method performed by the first device or the second device in the above method embodiment.
[0428] An embodiment of the present application further provides a computer program product comprising instructions, which, when executed by a computer, enables the computer to implement the method performed by the first device or the second device in the above method embodiment.
[0429] The present application also provides a communication system including the first device described in the above embodiment and the second device described in the above embodiment. The first device is configured to perform some or all of the operations performed by the first device described in the above method embodiment, and the second device is configured to perform some or all of the operations performed by the second device described in the above method embodiment.
[0430] An embodiment of the present application also provides a chip device, including a processor, for calling computer programs or computer instructions stored in the memory so that the processor executes the methods provided in the embodiments shown in Figures 5, 6, 8 and 9 above.
[0431] In one possible implementation, the input of the chip device corresponds to the receiving operation in any one of the embodiments shown in Figures 5, 6, 8 and 9 above, and the output of the chip device corresponds to the sending operation in any one of the embodiments shown in Figures 5, 6, 8 and 9 above.
[0432] Optionally, the processor is coupled to the memory via an interface.
[0433] Optionally, the chip device further includes a memory, in which computer programs or computer instructions are stored.
[0434] The processor mentioned in any of the above may be a general-purpose central processing unit, a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits for controlling the execution of the program of the method provided in any of the embodiments shown in Figures 5, 6, 8, and 9. The memory mentioned in any of the above may be a read-only memory (ROM) or other type of static storage device that can store static information and instructions, a random access memory (RAM), etc.
[0435] Those skilled in the art can clearly understand that, for the sake of convenience and brevity of description, the explanation of the relevant contents and beneficial effects of any of the above-mentioned devices can refer to the corresponding method embodiments provided above, and will not be repeated here.
[0436] In the several embodiments provided in this application, it should be understood that the disclosed systems, devices and methods can be implemented in other ways. For example, the device embodiments described above are merely schematic. For example, the division of the units is merely a logical function division. In actual implementation, there may be other division methods, such as multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be an indirect coupling or communication connection through some interfaces, devices or units, which can be electrical, mechanical or other forms.
[0437] The units described as separate components may or may not be physically separate, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed across multiple network units. Some or all of these units may be selected to achieve the purpose of this embodiment according to actual needs.
[0438] In addition, the functional units in the various embodiments of the present application may be integrated into a single processing unit, or each unit may exist physically separately, or two or more units may be integrated into a single unit. The aforementioned integrated units may be implemented in the form of hardware or software functional units.
[0439] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the part that essentially contributes to the technical solution of the present application or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for enabling a computer device (which can be a personal computer, server, or network device, etc.) to execute all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: various media that can store program codes, such as a USB flash drive, a mobile hard disk, a ROM, a RAM, a magnetic disk, or an optical disk.
[0440] As described above, the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the above embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the above embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not cause the essence of the corresponding technical solutions to deviate from the scope of the technical solutions of the embodiments of the present application.
Claims
1. A measurement method, characterized in that: The method comprises: The first device receives one or more first measurement signals from the second device; The first device measures the one or more first measurement signals based on the one or more first air interface configurations to obtain one or more first measurement results, where the one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations; The first device sends the one or more first measurement results to the second device.
2. A measurement method, characterized in that: The method comprises: The second device sends one or more first measurement signals to the first device; The second device receives one or more first measurement results from the first device, and the one or more first measurement results are obtained based on measuring the one or more first measurement signals of one or more first air interface configurations, and the one or more first measurement results are used to characterize the performance of the first type of air interface configured by the one or more first air interface configurations.
3. The method according to claim 1 or 2, characterized in that: Each first type air interface includes one or more functional modules, and the one or more functional modules include at least one of the following: a channel decoding module, a symbol demodulation module, a resource mapping module, a waveform demodulation module, a RF processing module, a scheduler module, or an encryption and decryption module. The one or more functional modules have at least one functional mode implemented based on artificial intelligence AI.
4. The method according to any one of claims 1 to 3, characterized in that The one or more first measurement signals correspond to the one or more first air interface configurations, and the first measurement result corresponding to each first measurement signal is obtained by measurement based on the first air interface configuration corresponding to the first measurement signal.
5. The method according to claim 4, characterized in that The one or more first measurement signals include a first target measurement signal; The first device measures the one or more first measurement signals based on the one or more first air interface configurations to obtain one or more first measurement results, including: The first device receives the first target measurement signal through a first type of air interface configured by a first air interface configuration corresponding to the first target measurement signal; The first device determines a first measurement result corresponding to the first target measurement signal according to the first target measurement signal.
6. The method according to claim 5, characterized in that The first measurement result includes the similarity between the first target measurement signal received by the first device and the first target measurement signal pre-agreed between the first device and the second device, and / or includes the bit error rate of the data packet carried in the first target measurement signal received by the first device.
7. The method according to any one of claims 1, 3 to 6, characterized in that: The method further comprises: The first device receives one or more first indication information from the second device, and the one or more first indication information corresponds to the one or more first measurement signals. Each first indication information is used to indicate a first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal.
8. The method according to claim 2 or 3, characterized in that: The method further comprises: The second device sends one or more first indication information to the first device, and the one or more first indication information corresponds to the one or more first measurement signals. Each first indication information is used to indicate a first air interface configuration corresponding to the first measurement signal corresponding to the first indication information, and the first air interface configuration corresponding to the first measurement signal is used to measure the first measurement signal.
9. The method according to claim 7 or 8, characterized in that: The one or more first indication information are carried in the measurement control information.
10. The method according to claim 9, characterized in that The measurement control information is carried in a radio resource control RRC message.
11. The method according to any one of claims 1, 3 to 7, 9 and 10, characterized in that: After the first device sends the one or more first measurement results to the second device, the method further includes: The first device receives second indication information from the second device, where the second indication information is used to activate at least one first air interface configuration among the one or more first air interface configurations.
12. The method according to any one of claims 2 to 6 and 8 to 10, characterized in that The method further comprises: The second device sends second indication information to the first device, where the second indication information is used to activate the one or more first At least one first air interface configuration in the air interface configurations.
13. The method according to claim 11 or 12, characterized in that: The at least one first air interface configuration includes multiple first air interface configurations, and the second indication information further includes priorities of the multiple first air interface configurations.
14. The method according to any one of claims 11 to 13, characterized in that The second indication information is carried in a media access control element MAC CE.
15. The method according to any one of claims 11 to 14, characterized in that The second indication information is a bit sequence, the bits in the bit sequence correspond to the one or more first air interface configurations, and the values of the bits in the bit sequence are used to indicate whether to activate the first air interface configuration corresponding to the bits.
16. The method according to claim 15, characterized in that A bit in the bit sequence corresponds to one of the one or more first air interface configurations, and different bits in the bit sequence correspond to different first air interface configurations; When a value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is in a candidate state; when a value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is in an activated state; or, When the value of a bit in the bit sequence is 0, it indicates that the first air interface configuration corresponding to the bit is in an activated state; when the value of a bit in the bit sequence is 1, it indicates that the first air interface configuration corresponding to the bit is in a candidate state.
17. The method according to any one of claims 11, 13 to 16, characterized in that The at least one first air interface configuration includes a first air interface configuration 1, and the method further includes: The first device establishes a first type of air interface with the second device through the first air interface configuration 1.
18. The method according to claim 17, characterized in that The method further comprises: The first device receives a second measurement signal from the second device; The first device measures the second measurement result based on the first air interface configuration 2 in the candidate state indicated in the second indication information to obtain a second measurement result, where the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to a first threshold; The first device sends the second measurement result to the second device; The first device receives third indication information from the second device, where the third indication information is used to activate the first air interface configuration 2; The first device establishes a first type of air interface with the second device through the first air interface configuration 2.
19. The method according to any one of claims 11 to 16, characterized in that The first device establishes a first type of air interface with the second device through the first air interface configuration 1 activated by the second indication information; the method further includes: The second device generates a second measurement signal; The second device sends the second measurement signal to the first device; The second device receives a second measurement result from the first device, where the second measurement result is obtained based on the first air interface configuration 2, and the second measurement result indicates that the performance of the first type of air interface configured by the first air interface configuration 2 is greater than or equal to a first threshold; The second device sends third indication information to the first device, where the third indication information is used to activate the first air interface configuration 2.
20. The method according to claim 19, characterized in that The method further comprises: The first device receives fourth indication information from the second device; wherein the fourth indication information is used to indicate a first air interface configuration among the first air interface configurations activated in the second indication information, or the fourth indication information is used to instruct the first device to establish a connection with the second device using a second type of air interface, or the fourth indication information is used to instruct to reselect a first air interface configuration from the first air interface configurations activated in the second indication information; The first device establishes a first type of air interface with the second device through the first air interface configuration indicated by the fourth indication information, or the first device establishes a second type of air interface with the second device, or the first device establishes a first type of air interface with the second device through the first air interface configuration reselected by the first device.
21. The method according to any one of claims 12 to 16, characterized in that The method further comprises: The second device sends fourth indication information to the first device, where the fourth indication information is used to indicate a first air interface configuration activated in the second indication information, or the fourth indication information is used to indicate that the first device uses a second type An air interface connection is established with the second device, or the fourth indication information is used to indicate reselection of a first air interface configuration from the first air interface configurations activated in the second indication information.
22. The method according to claim 20 or 21, characterized in that The fourth indication information is carried in the first downlink control information DCI.
23. The method according to claim 22, characterized in that The fourth indication information is the first field in the first DCI, and the value of the first field is used to indicate the corresponding first air interface configuration, or to indicate that the first device falls back to using the second type of air interface to establish a connection with the second device, or to indicate to reselect a first air interface configuration from the first air interface configuration activated in the second indication information.
24. The method according to claim 22 or 23, characterized in that The first DCI also includes time domain and frequency domain resource allocation, and the time domain and frequency domain resource allocation is used to indicate the time and frequency resource position occupied by the first type of air interface indicated by the fourth indication information.
25. The method according to any one of claims 22 to 24, characterized in that The first DCI also includes a switching time offset, where the switching time offset is used to indicate a validity time of the first type of air interface indicated by the fourth indication information.
26. The method according to any one of claims 22 to 25, characterized in that The method further comprises: When the performance of the first type of air interface configured by the first air interface configuration 1 is less than a first threshold, the first device detects the first DCI.
27. The method according to any one of claims 22 to 25, characterized in that The method further comprises: The first device receives a trigger signal from the second device, where the trigger signal is used to trigger the first device to detect the first DCI; The first device detects the first DCI.
28. The method according to any one of claims 22 to 25, characterized in that The method further comprises: The second device sends a trigger signal to the first device, where the trigger signal is used to trigger the first device to detect the first DCI.
29. The method according to any one of claims 1 to 10, characterized in that Each first type of air interface includes one or more functional modules, and the one or more first air interface configurations include one or more sets of model parameters corresponding to each of the one or more functional modules implemented based on AI.
30. The method according to any one of claims 1 to 10 and 29, characterized in that The one or more first air interface configurations also include one or more sets of related parameters corresponding to each functional module in the one or more functional modules implemented based on non-AI.
31. The method according to claim 29 or 30, characterized in that The method further comprises: The first device receives fifth indication information and / or sixth indication information from the second device, the fifth indication information being used to indicate whether each of the one or more functional modules is implemented based on AI, and the sixth indication information being used to indicate model parameters adopted by the functional modules among the one or more functional modules that are implemented based on AI.
32. The method according to claim 29 or 30, characterized in that The method further comprises: The second device sends fifth indication information and / or sixth indication information to the first device, the fifth indication information is used to indicate whether each functional module among the one or more functional modules is implemented based on AI, and the sixth indication information is used for model parameters adopted by the functional modules among the one or more functional modules that are implemented based on AI.
33. The method according to claim 31 or 32, characterized in that The fifth indication information and the sixth indication information are carried in the second DCI.
34. The method according to claim 33, characterized in that The fifth indication information is the first field in the second DCI, the length of the first field is equal to the number M of functional modules in the one or more functional modules, one bit in the first field corresponds to one functional module, and the value of the bit is used to indicate whether the functional module corresponding to the bit is implemented based on AI; or The one or more functional modules are divided into R module groups, and the length of the first field The value of the first field is used to indicate whether the functional module in each of the R module groups is implemented based on AI, and R is an integer greater than or equal to 1.
35. A first device, characterized in that: The first device includes a transceiver module and a processing module; the transceiver module is used to perform the transceiver operations in the method as described in any one of claims 1, 3 to 7, 9 to 11, 13 to 18, 20, 22 to 27, 29 to 31, 33, and 34, and the processing module is used to perform the processing operations in the method as described in any one of claims 1, 3 to 7, 9 to 11, 13 to 18, 20, 22 to 27, 29 to 31, 33, and 34.
36. A second device, characterized in that: The second device comprises a transceiver module, and the transceiver module is used to perform the transceiver operation in the method as claimed in any one of claims 2 to 4, 8 to 10, 12 to 16, 19, 21 to 25, 28 to 30, and 32 to 34.
37. The second device according to claim 36, characterized in that The second device also includes a processing module, which is used to perform the processing operation in the method of any one of claims 2 to 4, 8 to 10, 12 to 16, 19, 21 to 25, 28 to 30, 32 to 34.
38. A device, characterized in that The apparatus comprises a processor configured to execute a computer program or computer instructions in a memory to perform a method as claimed in any one of claims 1 to 34.
39. A computer-readable storage medium, characterized in that: A computer program is stored thereon, and when the computer program is executed by a device, the device executes the method according to any one of claims 1 to 34.
40. A communication system, characterized in that: The communication system includes a first device and a second device; the first device is used to execute the method as described in any one of claims 1, 3 to 7, 9 to 11, 13 to 18, 20, 22 to 27, 29 to 31, 33, and 34, and the second device is used to execute the method as described in any one of claims 2 to 4, 8 to 10, 12 to 16, 19, 21 to 25, 28 to 30, and 32 to 34.
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