Wireless communication method and device, storage medium and electronic device

By receiving and configuring the target BLER based on the communication scenario requirements and air interface status information, the problem of low spectrum efficiency caused by the fixed target BLER in wireless communication is solved, and more efficient spectrum utilization is achieved.

CN120075886APending Publication Date: 2025-05-30ZTE CORP
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Patent Information

Application Number
CN202311655823.3
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2023-11-30
Publication Date
2025-05-30

AI Technical Summary

Technical Problem

In wireless communication technology, the fixed target BLER cannot optimally adapt to communication requirements, resulting in low spectral efficiency.

Method used

By receiving the configuration information of the target BLER sent by the wireless communication node and configuring the target BLER based on the information, ensuring that the configured target BLER meets the communication requirements. The method includes determining the target BLER based on communication scenario requirements, air interface status information and data service quality demand information, and making predictions through a neural network model.

Benefits of technology

The flexible configuration of BLER is achieved, which solves the problem of low spectrum efficiency caused by the fixed target BLER and improves spectrum efficiency.

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Abstract

The embodiment of the invention provides a wireless communication method and device, a storage medium and an electronic device, and the method comprises the steps: receiving configuration information which is transmitted by a wireless communication node and comprises a target block error rate (BLER); and configuring the target BLER according to the configuration information. Through application of the method and the device, the problems of resource waste and relatively low spectrum efficiency caused by the fact that the target BLER is set as an unreasonable fixed numerical value due to the fact that the fixed target BLER cannot optimally adapt to the communication requirement in the related technology are solved, and the effect of improving the spectrum efficiency is further achieved.
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Description

Technical Field

[0001] Embodiments of the present invention relate to the field of communications, and in particular, to a method, apparatus, storage medium, and electronic device for wireless communication. Background Art

[0002] In wireless communication technology, the target BLER (Block Error Rate) plays an important role in ensuring communication quality and system performance. In related technologies, for a specific communication application scenario, such as eMBB (Enhanced Mobile Broadband) of 5G NR (New Radio) or URLLC (Ultra-Reliable Low Latency Communication) of 5G NR, the target BLER is fixed. However, the fixed target BLER cannot optimally adapt to communication requirements, resulting in problems such as resource waste and low spectral efficiency caused by setting the target BLER to an unreasonable fixed value.

[0003] In view of the above problems, no effective solution has been proposed yet. Summary of the Invention

[0004] Embodiments of the present invention provide a method, apparatus, storage medium, and electronic device for wireless communication, so as to at least solve the problem of low spectral efficiency caused by the fact that the fixed target BLER in related technologies cannot optimally adapt to communication requirements.

[0005] According to an embodiment of the present invention, a method for wireless communication is provided, including: receiving configuration information including a target block error rate (BLER) sent by a wireless communication node; configuring the target BLER according to the configuration information.

[0006] In an exemplary embodiment, the target BLER is determined by the wireless communication node according to target information, and the target information includes at least one of the following: communication scenario requirement information, air interface status information, and data service quality requirement information.

[0007] In an exemplary embodiment, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: enhanced mobile broadband (eMBB) scenario requirement information, ultra-reliable and low-latency communication (URLLC) scenario requirement information, massive machine type communication (MMTC) scenario requirement information; when the target information includes the radio access network (RAN) state information, the RAN state information includes at least one of the following: channel state information (CSI), RAN channel estimation matrix, eigenvalues and eigenvectors of the RAN channel estimation matrix, singular values, left singular matrix, and right singular matrix of the RAN channel estimation matrix; when the target information includes the data service quality of service (QoS) requirement information, the data service QoS requirement information includes at least one of the following: QoS of the data service, rate requirement of the data service, latency requirement of the data service, jitter requirement of the data service, packet loss rate requirement of the data service.

[0008] According to another embodiment of the present invention, there is also provided a method for wireless communication, including: sending configuration information including a target block error rate (BLER) to a wireless device, so that the wireless device configures the target BLER according to the received configuration information.

[0009] In an exemplary embodiment, before sending the configuration information including the target block error rate (BLER) to the wireless device, the method further includes: determining the target BLER according to target information, where the target information includes at least one of the following: communication scenario requirement information, RAN state information, data service QoS requirement information.

[0010] In an exemplary embodiment, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: enhanced mobile broadband (eMBB) scenario requirement information, ultra-reliable and low-latency communication (URLLC) scenario requirement information, massive machine type communication (MMTC) scenario requirement information; when the target information includes the RAN state information, the RAN state information includes at least one of the following: channel state information (CSI), RAN channel estimation matrix, eigenvalues and eigenvectors of the RAN channel estimation matrix, singular values, left singular matrix, and right singular matrix of the RAN channel estimation matrix; when the target information includes the data service QoS requirement information, the data service QoS requirement information includes at least one of the following: QoS of the data service, rate requirement of the data service, latency requirement of the data service, jitter requirement of the data service, packet loss rate requirement of the data service.

[0011] In an exemplary embodiment, determining the target BLER according to the target information includes: modeling a first mapping relationship by using a first neural network, where the first mapping relationship includes the mapping relationship between the target information and the target BLER; inputting the target information into the first neural network to obtain the target BLER output by the first neural network, where the first neural network is a trained model for predicting the target BLER based on the input information.

[0012] In an exemplary embodiment, when the target information includes the air interface status information, inputting the target information into the first neural network includes: inputting the target information into a second neural network to obtain the encoded target information output by the second neural network, where the second neural network is a trained model for encoding the input information; inputting the encoded target information into the first neural network.

[0013] According to another embodiment of the present invention, there is also provided a wireless communication device, including: a receiving module, configured to receive configuration information including the target BLER sent by a wireless communication node; a configuration module, configured to configure the target BLER according to the configuration information.

[0014] According to another embodiment of the present invention, there is provided a wireless communication device, including: a sending module, configured to send configuration information including the target block error rate (BLER) to a wireless device, so that the wireless device configures the target BLER according to the received configuration information.

[0015] According to still another embodiment of the present invention, there is also provided a media access control (MAC) entity, including the above-mentioned wireless communication device.

[0016] According to still another embodiment of the present invention, there is also provided a radio resource control (RRC) entity, including the above-mentioned wireless communication device.

[0017] According to still another embodiment of the present invention, there is also provided a computer-readable storage medium, in which a computer program is stored, where the computer program is configured to execute the steps in any one of the above method embodiments when running.

[0018] According to still another embodiment of the present invention, there is also provided an electronic device, including a memory and a processor, where a computer program is stored in the memory, and the processor is configured to run the computer program to execute the steps in any one of the above method embodiments.

[0019] Through the present invention, the configuration information of the target BLER is sent by a wireless communication node, and then the target block error rate (BLER) is configured according to the received configuration information. Since the configured target BLER meets the communication requirements, the purpose of flexibly configuring the BLER is achieved. Therefore, the problem of low spectral efficiency caused by the fixed target BLER in the related art not being able to optimally adapt to the communication requirements can be solved, and the effect of improving the spectral efficiency can be achieved. BRIEF DESCRIPTION OF THE DRAWINGS

[0020] Figure 1 is a block diagram of the hardware structure of a mobile terminal for a method of wireless communication according to an embodiment of the present invention;

[0021] Figure 2 is the flowchart of a method of wireless communication according to an embodiment of the present invention Figure 1 ;

[0022] Figure 3 is the flowchart of a method of wireless communication according to an embodiment of the present invention Figure 2 ;

[0023] Figure 4 is the structural block of a wireless communication device according to an embodiment of the present invention Figure 1 ;

[0024] Figure 5 is the structural block of a wireless communication device according to an embodiment of the present invention Figure 2 . DETAILED DESCRIPTION OF THE EMBODIMENTS

[0025] The embodiments of the present invention will be described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.

[0026] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and do not have to be used to describe a specific order or sequence.

[0027] First, the related technologies involved in the present invention will be described:

[0028] In wireless communication technology, the capacity of the wireless channel is constantly changing and uncertain. Therefore, the amount of information that can be correctly transmitted depends on the capacity of the wireless channel. The Block Error Rate (BLER) is the ratio of the number of erroneously transmitted data packets to the total number of transmitted data packets within a certain time interval. BLER largely reflects the matching degree between the wireless channel capacity and the amount of transmitted information. To achieve a lower BLER, less information can be loaded on the spectrum resources, that is, the modulation order and code rate of the transmitted data are reduced. This can achieve a very low BLER or even zero BLER. This approach is to make the amount of transmitted information much smaller than the channel capacity to ensure a smaller BLER. However, this will waste the capacity of the wireless channel, that is, more spectrum resources are required to transmit the same amount of data, and spectrum resources are very precious and limited. On the other hand, if the amount of information far exceeding its channel capacity is loaded on the spectrum resources, a large number of erroneously transmitted data packets will occur. Since throughput and spectral efficiency are calculated based on the amount of correctly transmitted data or information, the throughput and spectral efficiency will not be very high in the case of a large number of packet errors.

[0029] Maximizing spectral efficiency is the goal that wireless communication has been pursuing. In this case, the introduction of the target BLER is to ensure the optimal spectral efficiency. When the BLER is equal to the target BLER, the spectral efficiency of data transmission is considered to be optimal. For example, the target BLER in the eMBB scenario is 0.1, that is, the ratio of the number of erroneously transmitted data packets to the total number of transmitted data packets is 1:10. At this BLER, the spectral efficiency is considered to be optimal, and spectral efficiency is one of the most important goals in the eMBB scenario.

[0030] In addition, the target BLER can not only be used to ensure spectral efficiency, but also to ensure transmission delay and jitter. For example, the target BLER in the URLLC scenario is 10 -5 , that is, the ratio of the number of erroneously transmitted data packets to the total number of transmitted data packets is 1:10 5 . Such a low target BLER ensures that almost all transmitted data packets can be correctly demodulated, ensuring reliability. At the same time, it also greatly reduces the occurrence of retransmissions, reduces the transmission delay and jitter of data, and ensures determinacy.

[0031] The target BLER plays an important role in wireless communication, ensuring communication quality and system performance.

[0032] However, in the related technology, the target BLER is fixed. That is, as described above, the target BLER in the eMBB scenario is fixed at 0.1, and the target BLER in the URLLC scenario is fixed at 10 -5, the fixed target BLER cannot optimally adapt to the changing radio access channel and service quality of service requirements. In particular, the target BLER in the URLLC scenario is artificially set without sufficient verification, resulting in resource waste caused by the over-conservatism of the target BLER. For example, if the actual required BLER for a specific service scenario is 0.01, choosing a target BLER of 0.1 cannot guarantee reliability and determinism; if choosing a target BLER of 10 -5 , it will waste resources and lead to too low spectral efficiency.

[0033] In view of the above problems in the related art, in the embodiments of the present invention, corresponding solutions are proposed. In the embodiments of the present invention, the target BLER can be configured to maximize the spectral efficiency SE (Spectral Efficiency).

[0034] The present invention will be described below in conjunction with embodiments:

[0035] The method embodiments provided in the embodiments of the present application can be executed on a mobile terminal, a computer terminal, or a similar computing device. Taking running on a mobile terminal as an example, Figure 1 is a hardware structure block diagram of a mobile terminal for the wireless communication method according to the embodiments of the present invention. As Figure 1 shown, the mobile terminal may include one or more ( Figure 1 only one is shown in the figure) processors 102 (the processors 102 may include, but are not limited to, processing devices such as a microprocessor MCU or a programmable logic device FPGA) and a memory 104 for storing data. Among them, the above mobile terminal may further include a transmission device 106 for communication functions and an input / output device 108. Those of ordinary skill in the art can understand that Figure 1 the structure shown is only schematic and does not limit the structure of the above mobile terminal. For example, the mobile terminal may further include more or fewer components than those shown in Figure 1 , or have a different configuration from that shown in Figure 1 .

[0036] The memory 104 can be used to store computer programs, such as software programs and modules of application software, such as the computer program corresponding to the wireless communication method in the embodiments of the present invention. The processor 102 executes various functional applications and data processing by running the computer programs stored in the memory 104, that is, the above-mentioned method is implemented. The memory 104 may include a high-speed random access memory, and may also include a non-volatile memory, such as one or more magnetic storage devices, flash memories, or other non-volatile solid-state memories. In some instances, the memory 104 may further include a memory remotely disposed relative to the processor 102, and these remote memories can be connected to the mobile terminal through a network. Examples of the above-mentioned network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and combinations thereof.

[0037] The transmission device 106 is used to receive or send data via a network. Specific examples of the above-mentioned network may include a wireless network provided by a communication provider of the mobile terminal. In one instance, the transmission device 106 includes a network adapter (Network Interface Controller, abbreviated as NIC), which can be connected to other network devices through a base station and thus can communicate with the Internet. In one instance, the transmission device 106 may be a radio frequency (Radio Frequency, abbreviated as RF) module, which is used to communicate with the Internet wirelessly.

[0038] Figure 2 is the flowchart of the wireless communication method according to the embodiments of the present invention Figure 1 , such as Figure 2 shown, the process includes the following steps:

[0039] Step S202, receiving configuration information including a target block error rate (BLER) sent by a wireless communication node;

[0040] Step S204, configuring the target BLER according to the configuration information.

[0041] In the above steps, the configuration information of the target block error rate (BLER) includes, but is not limited to: the configuration information of the uplink target BLER, the configuration information of the downlink target BLER, and the configuration information of the target BLER for the sidelink. The methods for a wireless communication node to send the configuration information include, but are not limited to: receiving the configuration information of the target BLER sent by the wireless communication node through L3 (Layer 3) signaling, where the L3 signaling includes, but is not limited to: RRC (Radio Resource Control) messages. The RRC messages include RRCsetup (RRC establishment), RRCReconfiguration (RRC reconfiguration), ReconfigurationWithSync (RRC reconfiguration with synchronization), and system information, where the system information includes, but is not limited to: SIB1 (System Information Block 1). Among them, the configuration information of the target BLER sent by the wireless communication node received by the wireless device in the IDLE state (Idle state) or INACTIVE state (Inactive state) is included in the system information, and the configuration information of the target BLER sent by the wireless communication node received by the wireless device in the connected state is included in RRCsetup and / or RRCReconfiguration. The configuration information of the target BLER sent by the wireless communication node received by the wireless device during the handover process is included in ReconfigurationWithSync. The configuration information of the target BLER can be modified through high-layer signaling, and the high-layer signaling includes, but is not limited to: RRCReconfiguration. The wireless device and the wireless communication node use the configuration information to configure the target BLER for data transmission until the target BLER is reconfigured. Before receiving the configuration information, the wireless device uses the most recently configured target BLER for data transmission.

[0042] Through the above steps, the wireless communication node sends the configuration information of the target BLER, and then configures the target block error rate BLER according to the received configuration information. Since the configured target block error rate BLER meets the communication requirements, the purpose of flexible configuration of BLER is achieved. Therefore, the problem of low spectral efficiency caused by the fixed target BLER in the related art not being able to optimally adapt to the communication requirements is solved, and the spectral efficiency is improved.

[0043] In an optional embodiment, the target BLER is determined by the wireless communication node according to target information, where the target information includes at least one of the following: communication scenario requirement information, radio interface status information, and data service quality of service requirement information.

[0044] In the above steps, the target information may include one or more of communication scenario requirement information, radio interface status information, and data service quality of service requirement information. Of course, it may also include other information, such as the type of wireless device, etc. The target BLER includes, but is not limited to: uplink target BLER, downlink target BLER, and target BLER for sidelink. Among them, the uplink target BLER is used for uplink data transmission, the downlink target BLER is used for downlink data transmission; the target BLER for sidelink is used for sidelink data transmission.

[0045] In an optional embodiment, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: eMBB (Enhanced Mobile Broadband) scenario requirement information, URLLC (Ultra-Reliable Low-Latency Communications) scenario requirement information, and MMTC (Massive Machine Type of Communication) scenario requirement information; when the target information includes the radio interface status information, the radio interface status information includes at least one of the following: CSI (Channel State Information), radio interface channel estimation matrix, eigenvalues and eigenvectors of the radio interface channel estimation matrix, singular values, left singular matrix, and right singular matrix of the radio interface channel estimation matrix; when the target information includes the data service quality of service requirement information, the data service quality of service requirement information includes at least one of the following: quality of service (QoS) of the data service, rate requirement of the data service, latency requirement of the data service, jitter requirement of the data service, and packet loss rate requirement of the data service.

[0046] In the above steps, each of the communication scenario requirement information is configured with a corresponding configurable range of the target BLER. The method for determining the configurable range of the target BLER includes, but is not limited to: determining the configurable range of the corresponding target BLER according to the communication scenario requirement information. The configurable ranges of the target BLER corresponding to different communication scenario requirements may be the same or different. For example, the configurable range of the target BLER corresponding to the eMBB scenario requirement information is greater than or equal to 0 and less than 1, and the configurable range of the target BLER corresponding to the URLLC scenario requirement information is greater than or equal to 0 and less than or equal to 10 -5 ; the configurable ranges of the target BLER corresponding to the eMBB and URLLC scenario requirement information may both be greater than or equal to 0 and less than or equal to 10 -5 The method for determining the target BLER includes, but is not limited to: further determining the target BLER or the range of the target BLER within the configurable range of the target BLER according to at least one of the radio interface status information and the data service quality requirement information. The method for determining the target BLER includes, but is not limited to: a wireless communication node determines an uplink target BLER according to the uplink communication scenario requirement information, the uplink radio interface status information, and the uplink data service quality requirement information; a wireless communication node determines a downlink target BLER according to the downlink communication scenario requirement information, the downlink radio interface status information, and the downlink data service quality requirement information; a wireless communication node determines a sidelink target BLER according to the sidelink communication scenario requirement information, the sidelink radio interface status information, and the sidelink data service quality requirement information.

[0047] In this embodiment, a method for wireless communication running on the above network architecture is provided. Figure 3 is the flow of the method for wireless communication according to an embodiment of the present invention Figure 2 , as Figure 3 shown, this flow includes the following steps:

[0048] Step S302, sending configuration information including a target block error rate (BLER) to a wireless device, so that the wireless device configures the target BLER according to the received configuration information.

[0049] In the above steps, the entity that sends the configuration information including the target block error rate (BLER) to the wireless device is a wireless communication node, which includes but is not limited to: base station, radio access network, radio controller, network management system. The configuration information of the target BLER includes but is not limited to: the configuration information of the uplink target BLER, the configuration information of the downlink target BLER, and the configuration information of the target BLER for the sidelink. The method of sending the configuration information including the target BLER to the wireless device includes but is not limited to: sending the configuration information of the target BLER to the wireless device through L3 (Layer 3) signaling, where the L3 signaling includes but is not limited to: RRC (Radio Resource Control) messages. The RRC messages include RRCsetup (RRC establishment), RRCReconfiguration (RRC reconfiguration), ReconfigurationWithSync (RRC synchronous reconfiguration), and system information, and the system information includes but is not limited to: SIB1 (System Information Block 1), where the configuration information of the target BLER received by the wireless device in the IDLE state or INACTIVE state is included in the system information, the configuration information of the target BLER received by the wireless device in the connected state is included in RRCsetup and / or RRCReconfiguration, the configuration information of the target BLER received by the wireless device during the handover process is included in ReconfigurationWithSync, and the configuration information of the target BLER can be modified through high-layer signaling, which includes but is not limited to: RRCReconfiguration.

[0050] Through the above steps, the configuration information of the target BLER is sent to the wireless device, so that the wireless device can configure the target BLER according to the received configuration information, thus achieving the purpose of flexibly configuring the target BLER. Therefore, the problem of low spectral efficiency caused by the fixed target BLER in the existing related technologies not being able to optimally adapt to the communication requirements can be solved, and the effect of improving the spectral efficiency can be achieved.

[0051] In an optional embodiment, before sending configuration information including a target block error rate (BLER) to a wireless device, the method further includes: determining the target BLER according to target information, where the target information includes at least one of the following: communication scenario requirement information, radio interface status information, and data service quality of service (QoS) requirement information.

[0052] In the above step, the target information may include one or more of communication scenario requirement information, radio interface status information, and data service QoS requirement information. Of course, it may also include other information, such as the type of the wireless device, etc. The target BLER includes but is not limited to: uplink target BLER, downlink target BLER, and target BLER for sidelink. Among them, the uplink target BLER is used for uplink data transmission, and the downlink target BLER is used for downlink data transmission; the target BLER for sidelink is used for sidelink data transmission.

[0053] Through the above steps, according to one or more of the communication scenario requirement information, radio interface status information, and data service QoS requirement information included in the target information, a suitable target BLER is determined for the wireless device, thereby achieving the purpose of dynamically adjusting the target BLER, improving the reliability and stability of data transmission, optimizing the performance of the wireless communication system, and simultaneously achieving better utilization of network resources.

[0054] In an optional embodiment, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: eMBB (Enhanced Mobile Broadband) scenario requirement information, URLLC (Ultra-Reliable Low-Latency Communications) scenario requirement information, and MMTC (Massive Machine Type of Communication) scenario requirement information; when the target information includes the radio interface status information, the radio interface status information includes at least one of the following: CSI, radio interface channel estimation matrix, eigenvalues and eigenvectors of the radio interface channel estimation matrix, singular values, left singular matrix, and right singular matrix of the radio interface channel estimation matrix; when the target information includes the data service QoS requirement information, the data service QoS requirement information includes at least one of the following: quality of service (QoS) of the data service, rate requirement of the data service, latency requirement of the data service, jitter requirement of the data service, and packet loss rate requirement of the data service.

[0055] In the above steps, each of the communication scenario requirement information is configured with a corresponding configurable range of the target BLER. The method for determining the configurable range of the target BLER includes, but is not limited to: determining the corresponding configurable range of the target BLER according to the communication scenario requirement information. The configurable ranges of the target BLER corresponding to different communication scenario requirement information may be the same or different. For example, the configurable range of the target BLER corresponding to the eMBB scenario requirement information is greater than or equal to 0 and less than 1, and the configurable range of the target BLER corresponding to the URLLC scenario requirement information is greater than or equal to 0 and less than or equal to 10 -5 ; the configurable ranges of the target BLER corresponding to the eMBB and URLLC scenario requirement information may both be greater than or equal to 0 and less than or equal to 10 -5 The method for determining the target BLER includes, but is not limited to: further determining the target BLER or the range of the target BLER within the configurable range of the target BLER according to at least one of the radio interface status information and the data service quality requirement information. The method for determining the target BLER includes, but is not limited to: a wireless communication node determines an uplink target BLER according to uplink communication scenario requirement information, uplink radio interface status information, and uplink data service quality requirement information; a wireless communication node determines a downlink target BLER according to downlink communication scenario requirement information, downlink radio interface status information, and downlink data service quality requirement information; a wireless communication node determines a sidelink target BLER according to sidelink communication scenario requirement information, sidelink radio interface status information, and sidelink data service quality requirement information.

[0056] In an alternative embodiment, determining the target BLER according to target information includes: using a first neural network to model a first mapping relationship, where the first mapping relationship includes the mapping relationship between the target information and the target BLER; inputting the target information into the first neural network to obtain the target BLER output by the first neural network, where the first neural network is a trained model for predicting the target BLER based on the input information.

[0057] In the above steps, the method for determining the target BLER according to the target information includes, but is not limited to: the radio communication node determines the uplink target BLER through the first mapping relationship modeled by the first neural network and according to one or more of the communication scenario requirement information, the air interface state information, and the data service quality requirement information; the radio communication node determines the downlink target BLER through the mapping relationship modeled by the first neural network between one or more of the communication scenario requirement information, the air interface state information, and the data service quality requirement information and the target BLER; the radio communication node determines the uplink target BLER, the downlink target BLER, or the target BLER of the sidelink through the mapping relationship modeled by the first neural network between one or more of the communication scenario requirement information, the air interface state information, and the data service quality requirement information and the target BLER. Wherein, the first neural network includes, but is not limited to: a feedforward neural network, a convolutional neural network, and a recurrent neural network; the first neural network may consist of an input layer, an output layer, and several (N is greater than or equal to 1) hidden layers; wherein, the input layer, the output layer, and each hidden layer are respectively composed of one or more neuron nodes.

[0058] Through the above steps, the mapping relationship between the target information modeled by the neural network model and the target BLER is used, and the target BLER is predicted using this model, providing an accurate and efficient way to estimate the target BLER, thereby helping to optimize the system design and improve the performance. Through the trained neural network model, the corresponding target BLER prediction result can be generated quickly and accurately after inputting the target information. In this way, time and resources can be saved, and the accuracy of decision-making can be improved.

[0059] In an alternative embodiment, when the target information includes the air interface state information, inputting the target information into the first neural network includes: inputting the target information into the second neural network to obtain the encoded target information output by the second neural network, where the second neural network is a trained model for encoding the input information; inputting the encoded target information into the first neural network.

[0060] In the above steps, the second neural network embeds one or more of the communication scenario requirement information, the air interface state information, and the data service quality requirement information included in the target information into a D (D is greater than or equal to 1)-dimensional vector; the vector is input into the input layer of the first neural network, passes through N (N is greater than or equal to 1) hidden layers, and reaches the output layer, and the output layer can output the probability corresponding to each target BLER value. The radio communication node may select the target BLER value with the highest probability as the target BLER value configured for the wireless device.

[0061] Through the description of the above embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by means of software plus a necessary general hardware platform. Of course, it can also be implemented by hardware, but in many cases the former is a better implementation. Based on such an understanding, the technical solution of the present invention, in essence or the part that contributes to the prior art, can be embodied in the form of a software product. The computer software product is stored in a storage medium (such as ROM / RAM, magnetic disk, optical disk) and includes several instructions for causing a terminal device (which can be a mobile phone, computer, server, or network device, etc.) to execute the methods described in various embodiments of the present invention.

[0062] In this embodiment, a wireless communication device is further provided. This device is used to implement the above embodiments and preferred implementation manners, and those that have been described will not be repeated. As used below, the term "module" can be a combination of software and / or hardware that can achieve a predetermined function. Although the devices described in the following embodiments are preferably implemented in software, implementation in hardware, or a combination of software and hardware is also possible and contemplated.

[0063] Figure 4 is the structural block diagram of the wireless communication device according to the embodiment of the present invention Figure 1 , as Figure 4 shown, the device includes: a receiving module 42, configured to receive configuration information including a target BLER sent by a wireless communication node; a configuration module 44, configured to configure the target BLER according to the configuration information.

[0064] In an optional embodiment, the target BLER is determined by the wireless communication node according to target information, and the target information includes at least one of the following: communication scenario requirement information, radio interface state information, data service quality of service requirement information.

[0065] In an optional embodiment, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: eMBB scenario requirement information, URLLC scenario requirement information, MMTC scenario requirement information; when the target information includes the radio interface state information, the radio interface state information includes at least one of the following: CSI, radio interface channel estimation matrix, eigenvalues and eigenvectors of the radio interface channel estimation matrix, singular values, left singular matrix, and right singular matrix of the radio interface channel estimation matrix; when the target information includes the data service quality of service requirement information, the data service quality of service requirement information includes at least one of the following: QoS of the data service, rate requirement of the data service, delay requirement of the data service, jitter requirement of the data service, packet loss rate requirement of the data service.

[0066] Figure 5 is the structural block of a wireless communication device according to an embodiment of the present invention Figure 2 , such as Figure 5 shown, the device includes: a sending module 52, configured to send configuration information including a target block error rate (BLER) to a wireless device, so that the wireless device configures the target BLER according to the received configuration information.

[0067] In an optional embodiment, the device further includes: a determining module, configured to determine the target BLER according to target information before sending the configuration information including the target BLER to the wireless device, where the target information includes at least one of the following: communication scenario requirement information, radio interface state information, data service quality of service (QoS) requirement information.

[0068] In an optional embodiment, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: enhanced mobile broadband (eMBB) scenario requirement information, ultra-reliable and low-latency communication (URLLC) scenario requirement information, massive machine type communication (MMTC) scenario requirement information; when the target information includes the radio interface state information, the radio interface state information includes at least one of the following: channel state information (CSI), radio interface channel estimation matrix, eigenvalues and eigenvectors of the radio interface channel estimation matrix, singular values, left singular matrix, and right singular matrix of the radio interface channel estimation matrix; when the target information includes the data service quality of service requirement information, the data service quality of service requirement information includes at least one of the following: QoS of the data service, rate requirement of the data service, latency requirement of the data service, jitter requirement of the data service, packet loss rate requirement of the data service.

[0069] In an optional embodiment, the determining module includes: a modeling unit, configured to model a first mapping relationship by using a first neural network, where the first mapping relationship includes the mapping relationship between the target information and the target BLER; an input unit, configured to input the target information into the first neural network to obtain the target BLER output by the first neural network, where the first neural network is a trained model for predicting the target BLER based on the input information.

[0070] In an optional embodiment, when the target information includes the radio interface state information, the input unit includes: a first input subunit, configured to input the target information into a second neural network to obtain the encoded target information output by the second neural network, where the second neural network is a trained model for encoding the input information; a second input subunit, configured to input the encoded target information into the first neural network.

[0071] It should be noted that the above-mentioned various modules can be implemented by software or hardware. For the latter, it can be implemented in the following ways, but not limited to: all the above-mentioned modules are located in the same processor; or, the above-mentioned various modules are respectively located in different processors in any combination form.

[0072] An embodiment of the present invention further provides a MAC entity (Medium Access Control), including the above-mentioned Figure 4 , Figure 5 shown wireless communication device.

[0073] An embodiment of the present invention further provides an RRC entity (Radio Resource Control), including the above-mentioned Figure 4 , Figure 5 shown wireless communication device.

[0074] An embodiment of the present invention further provides a computer-readable storage medium, in which a computer program is stored. Wherein, the computer program is set to execute the steps in any one of the above method embodiments when running.

[0075] In an exemplary embodiment, the above computer-readable storage medium may include but is not limited to: USB flash drive, read-only memory (abbreviated as ROM), random access memory (abbreviated as RAM), mobile hard disk, magnetic disk or optical disc and other various media that can store computer programs.

[0076] An embodiment of the present invention further provides an electronic device, including a memory and a processor. A computer program is stored in the memory, and the processor is set to run the computer program to execute the steps in any one of the above method embodiments.

[0077] In an exemplary embodiment, the above electronic device may further include a transmission device and an input / output device. Wherein, the transmission device is connected to the above processor, and the input / output device is connected to the above processor.

[0078] The specific examples in this embodiment may refer to the examples described in the above embodiments and exemplary embodiments, and will not be repeated here.

[0079] Obviously, those skilled in the art should understand that the above-mentioned modules or steps of the present invention can be implemented by a general-purpose computing device. They can be concentrated on a single computing device or distributed on a network composed of multiple computing devices. They can be implemented by program codes executable by the computing device. Thus, they can be stored in a storage device and executed by the computing device. And in some cases, the steps shown or described can be executed in a sequence different from that here, or they can be separately fabricated into individual integrated circuit modules, or multiple modules or steps among them can be fabricated into a single integrated circuit module for implementation. In this way, the present invention is not limited to any specific combination of hardware and software.

[0080] The above are only the preferred embodiments of the present invention and are not intended to limit the present invention. For those skilled in the art, the present invention can have various changes and modifications. Any modification, equivalent replacement, improvement, etc. made within the principle of the present invention shall be included within the protection scope of the present invention.

Claims

1. A method for wireless communication, characterized in that, it includes: receiving configuration information including a target block error rate (BLER) sent by a wireless communication node; configuring the target BLER according to the configuration information.

2. The method according to claim 1, characterized in that, the target BLER is determined by the wireless communication node according to target information, and the target information includes at least one of the following: communication scenario requirement information, radio interface state information, data service quality of service (QoS) requirement information.

3. The method according to claim 2, characterized in that, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: enhanced mobile broadband (eMBB) scenario requirement information, ultra-reliable and low-latency communication (URLLC) scenario requirement information, massive machine type communication (MMTC) scenario requirement information; when the target information includes the radio interface state information, the radio interface state information includes at least one of the following: channel state information (CSI), radio interface channel estimation matrix, eigenvalues and eigenvectors of the radio interface channel estimation matrix, singular values, left singular matrix and right singular matrix of the radio interface channel estimation matrix; when the target information includes the data service quality of service requirement information, the data service quality of service requirement information includes at least one of the following: quality of service (QoS) of the data service, rate requirement of the data service, latency requirement of the data service, jitter requirement of the data service, packet loss rate requirement of the data service.

4. A method for wireless communication, characterized in that, it includes: sending configuration information including a target block error rate (BLER) to a wireless device, so that the wireless device configures the target BLER according to the received configuration information.

5. The method according to claim 4, characterized in that, before sending the configuration information including a target block error rate (BLER) to the wireless device, the method further includes: determining the target BLER according to target information, where the target information includes at least one of the following: communication scenario requirement information, radio interface state information, data service quality of service requirement information.

6. The method according to claim 5, characterized in that, when the target information includes the communication scenario requirement information, the communication scenario requirement information includes at least one of the following: enhanced mobile broadband (eMBB) scenario requirement information, ultra-reliable and low-latency communication (URLLC) scenario requirement information, massive machine type communication (MMTC) scenario requirement information; when the target information includes the radio interface state information, the radio interface state information includes at least one of the following: channel state information (CSI), radio interface channel estimation matrix, eigenvalues and eigenvectors of the radio interface channel estimation matrix, singular values, left singular matrix and right singular matrix of the radio interface channel estimation matrix; When the target information includes the data service quality requirement information, the data service quality requirement information includes at least one of the following: the quality of service (QoS) of the data service, the rate requirement of the data service, the latency requirement of the data service, the jitter requirement of the data service, and the packet loss rate requirement of the data service.

7. The method according to claim 5, wherein, determining the target BLER according to the target information includes: modeling a first mapping relationship by using a first neural network, where the first mapping relationship includes the mapping relationship between the target information and the target BLER; inputting the target information into the first neural network to obtain the target BLER output by the first neural network, where the first neural network is a trained model for predicting the target BLER based on the input information.

8. The method according to claim 7, wherein, when the target information includes the radio interface status information, inputting the target information into the first neural network includes: inputting the target information into a second neural network to obtain the encoded target information output by the second neural network, where the second neural network is a trained model for encoding the input information; inputting the encoded target information into the first neural network.

9. A wireless communication device, wherein, comprising: a receiving module, configured to receive configuration information including a target BLER sent by a wireless communication node; a configuration module, configured to configure the target BLER according to the configuration information.

10. A wireless communication device, wherein, comprising: a sending module, configured to send configuration information including a target block error rate (BLER) to a wireless device, so that the wireless device configures the target BLER according to the received configuration information.

11. A media access control (MAC) entity, wherein, comprising: the device according to claim 9, or the device according to claim 10.

12. A radio resource control (RRC) entity, wherein, comprising: the device according to claim 9, or the device according to claim 10.

13. A computer-readable storage medium, wherein, a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 3 are implemented, or the steps of the method according to any one of claims 4 to 8 are implemented.

14. An electronic device, comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein, when the processor executes the computer program, the steps of the method according to any one of claims 1 to 3 are implemented, or the steps of the method according to any one of claims 4 to 8 are implemented.

Citation Information

Cited By

  • Wireless communication method, apparatus, storage medium and electronic apparatus

    EP4801102A1