Communication processing method and apparatus, and terminal
By having the terminal perform operations based on a first resource list under specific conditions, the problem of AI unit retraining caused by inconsistent network-side device configurations is solved, management complexity is reduced, and the performance of the communication system is ensured.
Patent Information
- Application Number
- PCT/CN2025/095018
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2024-05-20
- Filing Date
- 2025-05-15
- Publication Date
- 2025-11-27
AI Technical Summary
Because the reference signal resources actually configured or transmitted by the network-side equipment are inconsistent with the reference signal resources pre-configured for the terminal, the terminal needs to retrain the AI unit, which increases the management complexity of the AI unit and affects the performance of the communication system.
If the first condition is met, the terminal performs an operation based on the first resource list. The condition includes that the first information has not changed or its change state meets the second condition, ensuring that the first resource list or its related information remains consistent during the operation. This assumes that the actual configuration of the network-side device is consistent with the pre-configuration, thus avoiding additional AI unit training.
It reduces the management complexity of AI units, ensures the performance of communication systems, avoids additional AI unit training, and optimizes the management process of AI units.
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Figure CN2025095018_27112025_PF_FP_ABST
Abstract
Description
Method, apparatus and terminal for communication processing
[0001] Cross Reference to Related Applications
[0002] The present application claims priority to the Chinese patent application No. 202410626740.X, filed on May 20, 2024, and entitled "Method, apparatus and terminal for communication processing", the content of which is incorporated herein by reference in its entirety. TECHNICAL FIELD
[0003] The present application belongs to the field of communication technology, and specifically relates to a method, an apparatus and a terminal for communication processing. BACKGROUND
[0004] In related technologies, a network side device usually configures a terminal with a set of relevant reference signal resources, such as a set of beam information, for the terminal to train, infer, etc., an AI unit, thereby improving the performance of a communication system. However, due to interference management, power saving, etc., the reference signal resources actually configured or transmitted by the network side device may not be consistent with the reference signal resources previously configured for the terminal, thereby causing the terminal to consider that the AI unit trained based on the previously configured reference signal resources is not applicable to the current communication environment, or the terminal needs to retrain the AI unit based on the actually configured or transmitted communication data, etc., thereby increasing the management complexity of the AI unit, etc., and affecting the performance of the communication system. SUMMARY
[0005] In a first aspect, a method for communication processing is provided, comprising: in a case where a first condition is met, performing, by a terminal, a first operation based on a first resource list; wherein the first condition comprises at least one of the following: a first information does not change or a change state of the first information meets a second condition, the first information being used to indicate restriction information when the first operation is performed based on the first resource list; and the first resource list or related information of the first resource list remains consistent in the first operation and a second operation.
[0006] In a second aspect, an apparatus for communication processing is provided, comprising: a processing module configured to perform, in a case where a first condition is met, a first operation based on a first resource list; wherein the first condition comprises at least one of the following: a first information does not change or a change state of the first information meets a second condition, the first information being used to indicate restriction information when the first operation is performed based on the first resource list; and the first resource list or related information of the first resource list remains consistent in the first operation and a second operation.
[0007] In a third aspect, a terminal is provided, which comprises a processor and a memory, the memory storing programs or instructions executable on the processor, and the programs or instructions, when executed by the processor, implement the steps of the method according to the first aspect.
[0008] In a fourth aspect, a terminal is provided, which comprises a processor and a communication interface, wherein the processor is coupled to the communication interface, and the processor is configured to run programs or instructions to implement the steps of the method according to the first aspect.
[0009] In a fifth aspect, a readable storage medium is provided, which stores programs or instructions, and the programs or instructions, when executed by a processor, implement the steps of the method according to the first aspect.
[0010] In a sixth aspect, a wireless communication system is provided, which comprises a terminal and a network-side device, and the terminal is configured to implement the steps of the method according to the first aspect.
[0011] In a seventh aspect, a chip is provided, which comprises a processor and a communication interface, the communication interface is coupled to the processor, and the processor is configured to run programs or instructions to implement the steps of the method according to the first aspect.
[0012] In an eighth aspect, a computer program / program product is provided, which is stored in a storage medium, and the computer program / program product is executed by at least one processor to implement the steps of the method according to the first aspect.
[0013] In the embodiments of the present application, by configuring the first condition, such as the first information does not change or the change state of the first information meets the second condition, or the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation, the terminal can assume or determine that the reference signal resource actually configured or transmitted by the network-side device is consistent with the resource in the preconfigured first resource list when it is determined that the first condition is met, and can perform the first operation based on the first resource list. Therefore, the problem of needing to perform additional AI unit training in the related art can be avoided, the management responsibility of the AI unit is effectively reduced, and the performance of the communication system is ensured. BRIEF DESCRIPTION OF DRAWINGS
[0014] FIG. 1 is a structural schematic diagram of a wireless communication system according to an example embodiment of the present application.
[0015] FIG. 2 is a flow diagram of a communication processing method according to an example embodiment of the present application.
[0016] FIG. 3 is a structural schematic diagram of a communication processing apparatus according to an example embodiment of the present application.
[0017] FIG. 4 is a structural schematic diagram of a communication device according to an example embodiment of the present application.
[0018] FIG. 5 is a structural schematic diagram of a terminal according to an example embodiment of the present application. DETAILED DESCRIPTION
[0019] The technical solutions in the embodiments of the present application will be clearly described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. Based on the embodiments in the present application, all the other embodiments obtained by those of ordinary skill in the art belong to the scope of protection of the present application.
[0020] The terms "first", "second", and the like in the present application are used to distinguish similar objects, and are not used to describe a specific order or sequence. It should be understood that the terms used in this way can be interchanged under appropriate circumstances, so that the embodiments of the present application can be implemented in an order other than that illustrated or described herein, and the objects distinguished by "first", "second" are generally a category, not limited to the number of objects, for example, the first object can be one or more. In addition, "or" in the present application means at least one of the connected objects. For example, the protection scope of "A or B" at least covers three schemes, namely, scheme one: including A and not including B; scheme two: including B and not including A; scheme three: including A and including B. In addition, the terms "A and / or B", "at least one of A and B", "at least one of A or B" also at least cover the above three schemes respectively. The character " / " generally represents that the objects before and after are in an "or" relationship.
[0021] The term "indication" in the present application can be a direct indication (or explicit indication) or an indirect indication (or implicit indication). The direct indication can be understood as that the sender explicitly informs the receiver of the specific information, the operation to be performed or the request result, etc. in the indication sent by the sender. The indirect indication can be understood as that the receiver determines the corresponding information according to the indication sent by the sender, or judges and determines the operation to be performed or the request result, etc. according to the judgment result.
[0022] It is worth noting that the technology described in the embodiments of the present application is not limited to Long Term Evolution (LTE) / LTE-Advanced (LTE-A) systems, but can also be used in other wireless communication systems, such as Code Division Multiple Access (CDMA), Time Division Multiple Access (TDMA), Frequency Division Multiple Access (FDMA), Orthogonal Frequency Division Multiple Access (OFDMA), Single-carrier Frequency-Division Multiple Access (SC-FDMA) or other systems. The terms "system" and "network" in the embodiments of the present application are often used interchangeably, and the described technology can be used in the above-mentioned systems and radio technologies, as well as in other systems and radio technologies. The following description describes a New Radio (NR) system for the purpose of example, and NR terminology is used in most of the following description, but these technologies can also be applied to systems other than NR systems, such as 6th Generation (6G) communication systems.
[0023] FIG. 1 shows a block diagram of a wireless communication system to which embodiments of the present application can be applied. The wireless communication system includes a terminal 11 and a network-side device 12. The terminal 11 can be a terminal-side device such as a mobile phone, a Tablet Personal Computer, a Laptop Computer, a notebook computer, a Personal Digital Assistant (PDA), a palmtop computer, a netbook, an Ultra-mobile Personal Computer (UMPC), a Mobile Internet Device (MID), an Augmented Reality (AR) device, a Virtual Reality (VR) device, a robot, a wearable device, a flight vehicle, a Vehicle User Equipment (VUE), a shipboard device, a Pedestrian User Equipment (PUE), a smart home (a home device with a wireless communication function such as a refrigerator, a television, a washing machine, or furniture), a game console, a Personal Computer (PC), a kiosk, or a self-service machine. The wearable device includes a smart watch, a smart bracelet, a smart earphone, smart glasses, smart jewelry (a smart bracelet, a smart necklace, a smart ring, a smart necklace, a smart anklet, a smart necklace, etc.), a smart wristband, smart clothes, etc. The vehicle-mounted device can also be referred to as a vehicle-mounted terminal, a vehicle-mounted controller, a vehicle-mounted module, a vehicle-mounted component, a vehicle-mounted chip, or a vehicle-mounted unit, etc. It should be noted that the specific type of the terminal 11 is not limited in the embodiments of the present application. The network-side device 12 can include an access network device or a core network device. The access network device can also be referred to as a Radio Access Network (RAN) device, a radio access network function, or a radio access network unit. The access network device can include a base station, a Wireless Local Area Network (WLAN) Access Point (AP), or a Wireless Fidelity (WiFi) node, etc.The base station can be referred to as a Node B (NB), an evolved Node B (eNB), a next generation Node B (gNB), a New Radio Node B (NR Node B), an access point, a relay station (RBS), a serving base station (SBS), a base transceiver station (BTS), a radio base station, a radio transceiver, a basic service set (BSS), an extended service set (ESS), a home Node B (HNB), a home evolved Node B, a transmit / receive point (TRP), or some other suitable terminology in the art, so long as 5 the same technical effect is achieved. The base station is not limited to a particular technical term, and in the embodiments of the present application, the base station in the NR system is only taken as an example for introduction, and the specific type of the base station is not limited.
[0024] Optionally, the core network device can be implemented by one or more function modules in one device, or can be implemented by multiple devices together, and the embodiments of the present application do not make specific limitations thereto. It can be understood that the above function modules can be network elements in a hardware device, software function modules running on a dedicated hardware, or virtualized function modules instantiated on a platform (for example, a cloud platform).
[0025] In addition, the AI unit mentioned in the context of the present application can also be referred to as an AI model, an AI structure, etc., or the AI unit can refer to a processing unit capable of implementing specific algorithms, formulas, processing flows, capabilities, etc. related to AI, or the AI unit can be a processing method, algorithm, function, module or unit for a specific data set, or the AI unit can be a processing method, algorithm, function, module or unit running on AI-related hardware such as a Graphics Processing Unit (GPU), a Neural Processor Unit (NPU), a Tensor Processing Unit (TPU), an Application Specific Integrated Circuit (ASIC), etc., which is not specifically limited in the present application. The specific data set includes but is not limited to the input and / or output of the AI unit.
[0026] Correspondingly, the identification of the AI unit can also be the identification of an AI model, the identification of an AI structure, the identification of an AI algorithm, or the identification of a specific data set associated with the AI unit, or the identification of a specific scene, environment, channel feature, device related to AI, or the identification of a function, characteristic, capability or module related to AI, which is not specifically limited in the present application.
[0027] Optionally, according to the different communication functions implemented by the AI unit, or according to the different unit functions of the AI unit, the input information or output information of the AI unit can include but is not limited to one or more of the following: a reference signal, a signal carried by a channel, channel state information, beam information, channel prediction information, interference information, positioning information, trajectory information, designated prediction information and management information, and control signaling.
[0028] The unit function of the AI unit can include but is not limited to at least one of the following a)-j).
[0029] a) Reference signal processing. The reference signal processing includes but is not limited to signal detection, filtering, equalization, etc. The reference signal includes but is not limited to Demodulation Reference Signal (DMRS), Sounding Reference Signal (SRS), Synchronization Signal and PBCH block (SSB), Channel State Information Reference Signal (CSI-RS), tracking reference signal (TRS), Positioning Reference Signal (PRS), Phase-tracking reference signal (PTRS), etc.
[0030] b) Channel signal transmission / reception / demodulation / transmission. Wherein the channel signal includes but is not limited to Physical downlink control channel (PDCCH), Physical downlink shared channel (PDSCH), Physical Uplink Control Channel (PUCCH), Physical uplink shared channel (PUSCH), Physical Random Access Channel (PRACH), Physical broadcast channel (PBCH), etc.
[0031] c) Channel state information acquisition or feedback. Wherein the channel state information includes but is not limited to channel related information, channel matrix related information, channel feature information, channel matrix feature information, Precoding matrix indicator (PMI), Rank indicator (RI), CSI-RS Resource Indicator (CRI), Channel quality indicator (CQI), Layer Indicator (LI), etc.
[0032] In some embodiments, for a frequency division duplex (FDD) system, the base station can obtain angle and time delay information according to an uplink channel, and can inform the terminal of the angle and time delay information through a CSI-RS precoding or direct indication method. The terminal reports according to the indication of the base station or selects and reports within the indication range of the base station, thereby reducing the calculation amount of the terminal and the overhead of CSI reporting.
[0033] d) Beam management. The beam management includes, but is not limited to, one or more of beam measurement, beam reporting, beam prediction, beam failure detection, beam failure recovery, new beam indication in beam failure recovery, etc.
[0034] e) Channel prediction. The channel prediction includes, but is not limited to, prediction of channel state information, beam prediction, etc.
[0035] f) Channel / source coding, such as channel encoding, channel decoding, source encoding, source decoding, joint source-channel encoding, joint source-channel decoding, etc.
[0036] g) Interference suppression. The interference suppression includes, but is not limited to, intra-cell interference, inter-cell interference, out-of-band interference, intermodulation interference, etc.
[0037] h) Positioning. The specific position (such as horizontal position and / or vertical position) or future possible trajectory of the terminal can be estimated by a reference signal (such as SRS), or the input or output information of the AI unit can be used as auxiliary position estimation or trajectory estimation information, etc.
[0038] i) Prediction and management of high-layer services and parameters. The prediction and management of high-layer services and parameters can include, but are not limited to, prediction or management of throughput, required packet size, service demand, moving speed, noise information, etc.
[0039] j) Analysis of control signaling. The control signaling can include, but is not limited to, power control related signaling, beam management related signaling, etc.
[0040] The technical solutions provided by the embodiments of the present application will be described in detail below in combination with the accompanying drawings and some embodiments and application scenarios.
[0041] As shown in FIG. 2, a flowchart of a method 200 of communication processing provided by an exemplary embodiment of the present application is shown. The method 200 can be executed by, but is not limited to, a terminal, and can be executed by hardware and / or software installed in the terminal. In this embodiment, the method 200 can include at least the following steps.
[0042] S210, in the case of satisfying the first condition, the terminal performs a first operation based on a first resource list.
[0043] The first operation can include, but is not limited to, at least one of training of an AI unit, inference of an AI unit, performance monitoring of an AI unit, life cycle management (LCM) process of an AI unit, and data collection.
[0044] The first condition includes at least one of the following conditions 1-2.
[0045] Condition 1: The first information does not change or the change state of the first information satisfies a second condition, the first information being used to indicate restriction information when the first operation is performed based on the first resource list.
[0046] In an implementation manner, in the case that the first information does not change or the change state of the first information satisfies the second condition, the terminal can determine or assume or expect that the first resource list or related information of the first resource list remains consistent in the first operation and a second operation. Similar to the first operation, the second operation can include, but is not limited to, at least one of training of an AI unit, inference of an AI unit, performance monitoring of an AI unit, LCM process of an AI unit, and data collection.
[0047] Exemplarily, assuming that the first operation is inference (or referred to as model inference) of an AI unit and the second operation is training of the AI unit, in order to ensure the reliability of the execution result of the first operation, in the related art, the first resource list for AI unit training can be pre-configured to be the same as the first resource list for inference of the AI unit. However, in actual communication process, due to the reasons such as interference management or energy saving of the network side device, the network side device actually configures or sends part of resources corresponding to the first resource list for inference of the AI unit, thereby causing the terminal to consider that the network side device sends new resources, that is, the reference signal resources corresponding to model inference are inconsistent with the reference signal resources in model training, and the AI unit needs to be re-trained and the like. In this regard, in this application, through the limitation of condition 1, when it is determined that the first information does not change or the change state of the first information meets the second condition, it is determined or assumed or expected that the first resource list remains the same in the first operation and the second operation. That is, even if the resources (such as the set of transmission beams) actually configured or sent by the network side device are inconsistent with the resources configured for the terminal, when it is determined that the first information changes or the change state of the first information meets the second condition, the terminal determines or perceives that the set of resources sent by the network side device is the same as the set of pre-configured resources, so as to execute the first operation, that is, model inference, based on the first resource list, and without the need for additional training of the AI unit, thereby effectively avoiding the problem in the related art that the terminal needs to re-train a new AI unit and the like, optimizing the management process and management difficulty of the AI unit, and ensuring that the model in model inference matches the AI unit trained under the condition of the first information.
[0048] It is worth noting that the reference signal resources or resources sent by the network side device mentioned in the context of the embodiments of the present application can be understood as the beams corresponding to the reference signal resources or resources sent by the network side device.
[0049] Based on this, in some embodiments, the first information can include but is not limited to at least one of the following 11)-16).
[0050] 11) first indication information for indicating that the transmission beam information of the network side device remains the same in the process of the terminal executing the first operation and the second operation.
[0051] Wherein, the first indication information does not change or the change state meets the second condition, which can be understood as that the first resource list adopted by the network side device in the first operation and the second operation is the same.
[0052] 12) cell identity identification information. Wherein, the cell identity identification information can be an identifier of a cell and the like.
[0053] 13) an association identifier, used to indicate that the transmission beam information of the network-side device remains consistent in the process of the terminal performing the first operation and the second operation.
[0054] In the above, the association identifier remains unchanged or the change state satisfies the second condition, which can be understood as the first resource list adopted by the network-side device in the first operation and the second operation being the same.
[0055] 14) the inference performance of the AI unit. That is, the inference performance of the AI unit remains unchanged or the change state satisfies the second condition, wherein the change state of the inference performance of the AI unit satisfying the second condition can include that the change amount of the inference performance of the second AI unit does not exceed a predetermined value, etc.
[0056] 15) the monitoring performance of the AI unit. That is, the monitoring performance of the AI unit remains unchanged or the change state satisfies the second condition, wherein the change state of the monitoring performance of the AI unit satisfying the second condition can include that the change amount of the monitoring performance of the second AI unit does not exceed a predetermined value, etc.
[0057] 16) the performance of the AI unit. That is, the performance of the AI unit remains unchanged or the change state satisfies the second condition, wherein the change state of the performance of the AI unit satisfying the second condition can include that the change amount of the performance of the second AI unit does not exceed a predetermined value, etc.
[0058] It is worth noting that which of the aforementioned 11) to 16) is included in the first information can be agreed by a protocol or configured by a higher layer, which is not limited here.
[0059] In some embodiments, the aforementioned first resource list can correspond to the reference signal resource set or the reference signal resource associated with the second information. Alternatively, the first resource list includes the reference signal resource set or the reference signal resource associated with the second information. In this embodiment, the second information can include but is not limited to at least one of the AI unit input information and the AI unit output information.
[0060] In some embodiments, for the case of the aforementioned reference signal resource set associated with the second information, considering that the number of reference signals in the reference signal set in the related art has a corresponding number limit, in this embodiment, the second information can be associated with at least one reference signal resource set, thereby meeting the different number requirements of the reference signal resources in the first resource list. Wherein, if the second information is associated with one reference signal resource set, the reference signal resource set is a periodic resource or a semi-persistent resource. Alternatively, when the reference signal resource set is a periodic resource or a semi-persistent resource, the second information is associated with one reference signal resource set.
[0061] Correspondingly, the first resource list can be determined according to a set of reference signal resources associated with the second information, such as an identification order of the reference signal resources.
[0062] If the second information is associated with at least two sets of reference signal resources, the set of reference signal resources is periodic or semi-persistent or aperiodic resource. Alternatively, when the set of reference signal resources is periodic or semi-persistent or aperiodic resource, the second information is associated with at least two sets of reference signal resources.
[0063] Similarly to the aforementioned set of reference signal resources, for the aforementioned case of reference signal resources associated with the second information, the second information can also be associated with at least one reference signal resource. Wherein, the second information is associated with one reference signal resource, and the reference signal resource is periodic resource or semi-persistent resource.
[0064] Alternatively, the second information is associated with at least two reference signal resources, and the reference signal resource is periodic or semi-persistent or aperiodic resource.
[0065] In some embodiments, for the case that the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list can be determined according to third information, so that each reference signal resource in the first resource list has a unique order or identification or index, so as to facilitate resource indication in information feedback, etc.
[0066] Wherein, the third information can include at least one of the following 21)-26).
[0067] 21) Configuration order of the reference signal resource. Wherein, the configuration order can be understood as the sequence order when the reference signal resource is configured.
[0068] 22) Identification order of the reference signal resource. Wherein, the identification order can be understood as the order of identification for uniquely identifying the reference signal resource.
[0069] 23) Configuration order of the set of reference signal resources.
[0070] 24) Identification order of the set of reference signal resources.
[0071] 25) Identification order of the reference signal resource in each set of reference signal resources.
[0072] 26) Default or agreed determination order of the first resource list.
[0073] In some embodiments, in a case where the second information associated reference signal resource set or reference signal resource is used for performing the first operation or the second operation, the second information associated reference signal resource set can further satisfy at least one of the following 31)-32).
[0074] 31) The second information associated reference signal resource set or reference signal resource is used for the terminal to perform reference signal measurement.
[0075] 32) The measurement result corresponding to the second information associated reference signal resource set or reference signal resource does not need to be fed back.
[0076] In some embodiments, based on the aforementioned first resource list, the related information of the first resource list can include but is not limited to at least one of the following 41)-43).
[0077] 41) The identification of the first resource list.
[0078] 42) The configuration of the reference signal resource associated with the first resource list.
[0079] Optionally, the configuration of the reference signal resource associated with the first resource list can include but is not limited to at least one of the following a)-g).
[0080] a) The number of reference signal resource sets.
[0081] b) The number of reference signal resources.
[0082] c) The identification of the reference signal resource set.
[0083] d) The identification of the reference signal resource.
[0084] e) The order of the reference signal resource set.
[0085] f) The order of the reference signal resource.
[0086] g) The beam information corresponding to the reference signal resource. The beam information can include but is not limited to one or more of the following: beam identification (ID) information, beam angle information, beam gain information, beam width information, expectation information, beam quality information, etc.
[0087] The beam ID information is used to represent the identity of the beam. In this embodiment, the beam ID information can include but is not limited to one or more of the following: a transmission beam ID, a reception beam ID, a beam ID, a reference signal set ID corresponding to the beam, a reference signal resource ID corresponding to the beam, a unique random ID, an encoded value after AI network processing, beam angle information, resource index information, resource ID, resource set ID, CRI, SSB, RI, TCI state, etc.
[0088] The beam angle information is used to represent the angle information corresponding to the beam. In this embodiment, the beam angle information can include but is not limited to one or more of the following: angle information, transmission angle information, and reception angle information.
[0089] The angle information is used to represent the angle or identity, such as angle, radian, index encoding value, ID value, and encoded value after AI unit processing.
[0090] The beam quality information includes but is not limited to one or more of the following: Layer 1 (L1)-Signal-to-Noise and Interference Ratio (SINR), L1-Reference Signal Received Power (RSRP), L1-Reference Signal Received Quality (RSRQ), L3-SINR, L3-RSRP, L3-RSRQ, and beam probability information. The beam probability information can be understood as the probability of the beam information becoming the optimal or suboptimal beam, or the probability of becoming the top-k optimal beam.
[0091] 43) Configuration of the beam information associated with the first resource list. Optionally, the configuration of the beam information associated with the first resource list can include but is not limited to at least one of the following: mapping relationship or mapping order of the beam information and the reference signal resource corresponding to the first resource list, number of beam information, and beam codebook corresponding to the beam information. The beam information can be described in g) above, and will not be described here.
[0092] Condition 2: The first resource list or the related information of the first resource list remains consistent in the first operation and the second operation.
[0093] In a possible implementation, in a case where the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation, the terminal can determine or assume or expect that the first information has not changed or that the change status of the first information meets the second condition.
[0094] In a case where the first operation is the inference of the AI unit and the second operation is the training of the AI unit, to ensure the reliability of the execution result of the first operation, in the prior art, the first resource list used for the training of the AI unit can be preconfigured to be the same as the first resource list used for the inference of the AI unit. However, in actual communication, the network side device can only send part of the resources corresponding to the first resource list for the inference of the AI unit due to the need for interference management or energy saving of the network side device, thereby causing the terminal to believe that new resources are sent by the network side device and the training of the AI unit needs to be performed again. To this end, in the present application, the terminal can further determine or assume or expect that the first information has not changed or that the change status of the first information meets the second condition in a case where the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation. That is, even if the resources (such as the set of transmission beams) actually configured or sent by the network side device are inconsistent with the resources configured for the terminal, the terminal can determine or perceive that the set of resources sent by the network side device is the same as the preconfigured set of resources when it is determined that the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation, so as to perform the first operation based on the first resource list, without the need for additional training of the AI unit for the first operation, thereby effectively avoiding the problem that the terminal needs to retrain a new AI unit in the prior art, and optimizing the management process and management difficulty of the AI unit.
[0095] Of course, in addition to the foregoing conditions 1-2, in an optional implementation, the terminal does not expect the network side device to configure a resource list other than the first resource list in the first operation, thereby avoiding the problem that different AI units need to be trained for different resource lists, and further reducing the management complexity of the AI unit.
[0096] In some other embodiments, the number of different first resource lists in one cell or one cell group can be less than or equal to a first threshold, or the number of the first information in one cell or one cell group is less than or equal to a second threshold, thereby avoiding increasing the complexity of training the AI unit by the terminal. The first threshold and the second threshold can be implemented by means of protocol agreement or high-layer configuration, which is not limited herein.
[0097] In some embodiments, for the case that the network side device actually configures or transmits resources inconsistent with the resources configured for the terminal, the terminal and the network side device can have a consistent understanding of the resources actually configured or transmitted by the network side device through the manner of virtual resource indication, so that the feedback result of the terminal when performing information feedback based on the execution result of the first operation based on the first resource list or the execution result of the first operation meets the network side demand.
[0098] Based on this, in some implementations, the terminal performing the first operation based on the first resource list in S210 can include: the terminal performing the first operation based on the other reference signal resources corresponding to the first resource list except the target reference signal resource. Wherein, the target reference signal resource can be understood as a virtual resource, or a reference signal resource not transmitted by the network side device, or a reference signal resource not received by the terminal, etc.
[0099] For example, assuming that the first operation is the training of an AI unit, or the reference signal resources corresponding to the first resource list are used for measurement, and the network side device pre-configures resources 1-resource 16 corresponding to the first resource list for the terminal, but due to interference management or energy saving considerations, the network side device actually configures or transmits resources 1-resource 15. In this case, compared with the case in the related art that the network side device actually configures or transmits resources 1-resource 15 is regarded as a new resource list and the model is re-trained, in the embodiment of the present application, first, through the configuration of the foregoing condition 1 and / or condition 2, the terminal is clear that resources 1-resource 15 are resources in the first resource list, that is, not new reference signal resources, and there is no need to re-train the AI unit, and then through the configuration of the target reference signal resource, the terminal is further clear that resource 16 in the first resource list is a virtual resource (or the network side device does not transmit resource 16, or the terminal does not receive resource 16), so that the terminal can directly perform signal measurement or AI unit training based on resources 1-resource 15 when performing the first operation based on the first resource list, and ensure that the measurement result or the training result of the AI unit of the terminal based on resources 1-resource 15 meets the network side demand.
[0100] In some embodiments, after performing the first operation based on the first resource list in S210, the terminal can further feed back the execution result of the first operation to the network side device. In order to ensure that the operation result fed back by the terminal is consistent with the resource actually configured or sent by the network side device, i.e., to ensure that the execution result of the first operation fed back by the terminal matches the requirement of the network side device, in this embodiment, the terminal can determine the third information according to the execution result of the first operation and the target reference signal resource corresponding to the first resource list, such as removing or excluding the operation result corresponding to the target reference signal resource from the execution result of the first operation and sending it to the network side device.
[0101] For example, assuming that the first operation is the inference operation of the AI unit, and the AI unit is trained according to the first resource list configured by the network side device, wherein the first resource list corresponds to resource 1-resource 16, but due to interference problems or energy saving considerations, the network side device actually configures or sends resources 1-resource 15. In this case, compared with the case in the related art that the network side device actually configures or sends resources 1-resource 15 as a new resource list and re-trains and infers the model, in this embodiment, the terminal is made clear that resources 1-resource 15 are resources in the first resource list, i.e., not new reference signal resources, by configuring the aforementioned condition 1 and / or condition 2, without the need for re-training of the AI unit, and the terminal is further made clear that resource 16 in the first resource list is a virtual resource (or the network side device does not send resource 16, or the terminal does not receive resource 16) by configuring the target reference signal resource, so that the terminal needs to remove or exclude the inference result corresponding to resource 16 from the first inference result to obtain the third information and send or feed back to the network side device after inferring the first inference result based on resources 1-resource 16 corresponding to the first resource list, so that the inference result reported by the terminal is consistent with the requirement of the network side device.
[0102] Optionally, the third information can include one or more of beam information and beam quality information. Each beam information included in the third information corresponds to beam indication information whose overhead is related to the number of reference signal resources in the first resource list except for the target reference signal resource, that is, the application can save the feedback overhead of the third information.
[0103] In some embodiments, the number of target reference signal resources can be less than or equal to the number of reference signal resources corresponding to the first resource list. In addition, the determination method of the aforementioned target reference signal resource can include but is not limited to at least one of the following methods 1-3.
[0104] Manner 1: The reference signal resource associated with the second indication information in the plurality of reference signal resources corresponding to the first resource list is determined as the target reference signal resource, i.e., the terminal believes that the network side device does not send the reference signal resource associated with the second indication information, or the terminal does not receive the reference signal resource associated with the second indication information, or the reference signal resource associated with the second indication information is a virtual resource. The second indication information can be, but is not limited to, radio resource control (RRC) signaling, etc.
[0105] Manner 2: The reference signal resource corresponding to the non-measurement purpose in the plurality of reference signal resources corresponding to the first resource list is determined as the target reference signal resource, i.e., the terminal believes that the network side device does not send the reference signal resource corresponding to the non-measurement purpose, or the terminal does not receive the reference signal resource corresponding to the non-measurement purpose, or the reference signal resource corresponding to the non-measurement purpose is a virtual resource.
[0106] Manner 3: In the case of updating (or activating) the plurality of reference signal resources corresponding to the first resource list according to the third indication information, the reference signal resource in an inactive state in the updated plurality of reference signal resources is determined as the target reference signal resource.
[0107] The third indication information can be, but is not limited to, MAC CE signaling. That is, if the network side device updates the reference signal resources corresponding to the first resource list through the MAC CE signaling, the reference signal resources that are not updated or activated can be used as the target reference signal resources, i.e., the terminal believes that the network side device does not send the reference signal resources that are not updated or activated, or the terminal does not receive the reference signal resources that are not updated or activated, or the reference signal resources that are not updated or activated are virtual resources; as for the reference signal resources that are updated or activated, the terminal assumes that the reference signal resources are sent, or the terminal receives the reference signal resources, or the terminal determines that the reference signal resources are real resources.
[0108] It is worth noting that, in the manner 1, the target reference signal resource is indicated in an explicit manner through the first indication information, while in the manners 2 and 3, the indication of the target reference signal resource is achieved in an implicit manner.
[0109] In this embodiment, through the configuration mode of the target reference signal resource described in the foregoing mode 1-mode 3, the resource sending indication of the network side device can be realized, so that the network side device and the terminal understand the resources actually configured or sent by the network side device consistently, so that the execution result of the first operation performed by the terminal based on the first resource list is consistent with the demand of the network side device.
[0110] Based on the foregoing method embodiment 200, the following exemplary description is provided in combination with the method of communication processing provided by the present application, as follows.
[0111] Example 1
[0112] The terminal collects data in cell 1, cell 1 configures the associated identifier of the terminal = 1, and the network side device configures the first resource list, i.e., 32 reference signal resources 1-32, for the terminal to collect data during beam training.
[0113] The terminal subsequently accesses cell 2, cell 2 configures the associated identifier of the terminal = 2, and the network side device configures the first resource list, i.e., 16 resources 1-16, for the terminal to collect data during beam training.
[0114] The terminal enters cell 3, cell 3 configures the associated identifier of the terminal = 1, and the network side device configures the first resource list, i.e., 32 resources 1-32, for the terminal to collect data during beam training, but due to beam management and other reasons, only 30 transmission beams are actually used in cell 3, so the terminal can be told that resources 31 and 32 in resources 1-32 are virtual resources and are not transmitted.
[0115] Based on this, if the terminal uses the collected data for model inference, when the terminal accesses cell 3 and determines that the associated identifier of cell x = 1, i.e., the associated identifier (i.e., the first information) does not change, therefore, the terminal can assume or determine that the first resource list configured by the network side device remains consistent in the training phase and the inference phase or the terminal does not expect the network to configure a list other than the first resource list corresponding to the associated identifier = 1. In addition, the terminal can perform model inference based on the reference signal resources 1-30 in the first resource list and the virtual resources 31-32, so as to avoid the problem that the terminal considers the reference signal resources 1-30 as a new resource set for additional training, while enabling the inference result of the AI unit performed by the terminal to meet the demand of the network side device.
[0116] But the terminal enters cell 3 without applying the technical solutions provided in the present application. In this case, since the network side device only actually uses beams 1-30, and the output of the AI unit on the terminal side corresponds to beam resources 1-32, the AI unit on the terminal cannot be used, or because the reference signal resources corresponding to the training phase and the inference phase do not match, the prediction performance of the AI unit is reduced.
[0117] The method for performing communication processing provided in the embodiments of the present application can be performed by a device for performing communication processing. In the embodiments of the present application, the method for performing communication processing performed by a device for performing communication processing is taken as an example to illustrate the device for performing communication processing provided in the embodiments of the present application.
[0118] The device for performing communication processing provided in the embodiments of the present application can be a communication device or a component in a communication device, such as a chip, as an example. The communication device can be a terminal, a network side device, a server, or the like. For example, the terminal can include, but is not limited to, the types of terminal 11 listed above, the network side device can include, but is not limited to, the types of network side device 12 listed above, and the embodiments of the present application do not make specific limitations.
[0119] The device for performing communication processing includes a receiving module, a sending module, and a processing module. The receiving module, the sending module, and the processing module can be implemented by software or by hardware. When implemented by hardware, the processing module can be implemented by a processor, which can include a general-purpose processor, a special-purpose processor, or the like, such as a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), an artificial intelligent (AI) processor, a GPU, an ASIC, a network processor (NP), a field programmable gate array (FPGA), or other programmable logic devices, gate circuits, transistors, discrete hardware components, or the like. The receiving module and the sending module can be implemented by a communication interface, which can include one or more of a transceiver, a pin, a circuit, a bus, a radio frequency unit, or the like.
[0120] In some embodiments, referring to FIG. 3, when the device for processing communication is a terminal or a component in the terminal, the device 300 for processing communication includes a processing module 310 configured to perform a first operation based on a first resource list when a first condition is met, wherein the first condition includes at least one of the following: the first information has not changed or a change state of the first information meets a second condition, the first information being used to indicate restriction information when the first operation is performed based on the first resource list; the first resource list or related information of the first resource list remains consistent in the first operation and a second operation.
[0121] In some embodiments, when the first information has not changed or the change state of the first information meets the second condition, the terminal determines that the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation; or when the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation, the terminal determines that the first information has not changed or the change state of the first information meets the second condition.
[0122] In some embodiments, the first information includes at least one of the following: first indication information used to indicate that transmission beam information of a network side device remains consistent during execution of the first operation and the second operation by the terminal; cell identity identification information; an association identifier used to identify that the transmission beam information of the network side device remains consistent during execution of the first operation and the second operation by the terminal; inference performance of an artificial intelligence (AI) unit; monitoring performance of the AI unit; performance of the AI unit.
[0123] In some embodiments, the related information of the first resource list includes at least one of the following: an identifier of the first resource list; configuration of reference signal resources associated with the first resource list; configuration of beam information associated with the first resource list.
[0124] In some embodiments, the configuration of reference signal resources associated with the first resource list includes at least one of the following: a number of reference signal resource sets; a number of reference signal resources; an identifier of a reference signal resource set; an identifier of a reference signal resource; an order of a reference signal resource set; an order of a reference signal resource; beam information corresponding to a reference signal resource.
[0125] In some embodiments, the first operation or the second operation includes at least one of the following: training of an AI unit; inference of the AI unit; performance monitoring of the AI unit; life cycle management (LCM) process of the AI unit; data collection.
[0126] In some embodiments, the first resource list corresponds to a set of reference signal resources or a reference signal resource associated with the second information, and the second information includes at least one of AI unit input information and AI unit output information.
[0127] In some embodiments, the set of reference signal resources or the reference signal resource associated with the second information includes at least one of the following: one set of reference signal resources or one reference signal resource associated with the second information, wherein the set of reference signal resources or the reference signal resource is a periodic resource or a semi-persistent resource; at least two sets of reference signal resources or at least two reference signal resources associated with the second information, wherein the set of reference signal resources or the reference signal resource is a periodic resource or a semi-persistent resource or a non-periodic resource.
[0128] In some embodiments, in the case where the second information is associated with at least two sets of reference signal resources or at least two reference signal resources, the first resource list is determined according to third information, and the third information includes at least one of the following: a configuration order of the reference signal resources; an identification order of the reference signal resources; a configuration order of the set of reference signal resources; an identification order of the set of reference signal resources; an identification order of the reference signal resources in each set of reference signal resources; a default or a protocol agreed determination order of the first resource list.
[0129] In some embodiments, in the case where the set of reference signal resources associated with the second information is used for the execution of the first operation or the second operation, the set of reference signal resources associated with the second information satisfies at least one of the following: the set of reference signal resources associated with the second information is used for reference signal measurement by the terminal; a measurement result corresponding to the set of reference signal resources associated with the second information does not need to be fed back.
[0130] In some embodiments, the number of different first resource lists in one cell or one cell group is less than or equal to a first threshold, or the number of the first information in one cell or one cell group is less than or equal to a second threshold.
[0131] In some embodiments, the execution of the first operation based on the first resource list includes: performing the first operation based on the first resource list corresponding to other reference signal resources except for a target reference signal resource; and wherein the target reference signal resource satisfies at least one of the following: the network side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; and the target reference signal resource is a virtual resource.
[0132] In some embodiments, the apparatus 300 further includes a transmission module configured to transmit fourth information to the network-side device, wherein the fourth information is determined according to the execution result of the first operation and target reference signal resources corresponding to the first resource list, and the target reference signal resources satisfy at least one of the following conditions: the network-side device does not transmit the target reference signal resources; the terminal does not receive the target reference signal resources; and the target reference signal resources are virtual resources.
[0133] In some embodiments, the target reference signal resources are determined in at least one of the following manners: a reference signal resource associated with the second indication information in the plurality of reference signal resources corresponding to the first resource list is determined as the target reference signal resource; a reference signal resource corresponding to a non-measurement purpose in the plurality of reference signal resources corresponding to the first resource list is determined as the target reference signal resource; and in a case where the plurality of reference signal resources corresponding to the first resource list are updated according to the third indication information, a reference signal resource in an inactive state in the updated plurality of reference signal resources is determined as the target reference signal resource.
[0134] The apparatus 300 for communication processing provided by the embodiments of the present application can implement each process implemented by the method embodiments of FIG. 2 and achieve the same technical effects. To avoid repetition, details are not described herein.
[0135] As shown in FIG. 4, the embodiments of the present application further provide a communication device 400, which includes a processor 401 and a memory 402, and the memory 402 stores programs or instructions executable on the processor 401. For example, when the communication device 400 is a terminal, the programs or instructions are executed by the processor 401 to implement each step of the method embodiments of the communication processing described above and achieve the same technical effects. When the communication device 400 is a network-side device, the programs or instructions are executed by the processor 401 to implement each step of the method embodiments of the communication processing described above and achieve the same technical effects. To avoid repetition, details are not described herein.
[0136] The embodiments of the present application further provide a terminal, which includes a processor and a communication interface, the communication interface is coupled to the processor, and the processor is configured to run programs or instructions to implement the steps in the method embodiments shown in FIG. 2. The terminal embodiments correspond to the above-mentioned terminal-side method embodiments, and each implementation process and implementation manner of the above-mentioned method embodiments can be applied to the terminal embodiments and achieve the same technical effects. The terminal can be the apparatus for communication processing shown in FIG. 3. Specifically, FIG. 5 is a hardware structure schematic diagram of a terminal implementing the embodiments of the present application.
[0137] The terminal 500 includes, but is not limited to, at least part of components such as a radio frequency unit 501, a network module 502, an audio output unit 503, an input unit 504, a sensor 505, a display unit 506, a user input unit 507, an interface unit 508, a memory 509, and a processor 510.
[0138] Those skilled in the art can understand that the terminal 500 can further include a power supply (such as a battery) for supplying power to each component, and the power supply can be logically connected to the processor 510 through a power management system, so as to realize functions such as management of charging, discharging, and power consumption management through the power management system. The terminal structure shown in FIG. 5 does not constitute a limitation on the terminal, and the terminal can include more or fewer components than those shown, or combine certain components, or different component arrangements, which are not described here.
[0139] It should be understood that in the embodiments of the present application, the input unit 504 can include a graphics processor 5041 and a microphone 5042, and the graphics processor 5041 processes image data of a still picture or a video obtained by an image capture device (such as a camera) in a video capture mode or an image capture mode. The display unit 506 can include a display panel 5061, which can be configured in the form of a liquid crystal display, an organic light-emitting diode, etc. The user input unit 507 includes at least one of a touch panel 5071 and other input devices 5072. The touch panel 5071 is also called a touch screen. The touch panel 5071 can include two parts of a touch detection device and a touch controller. The other input devices 5072 can include, but are not limited to, a physical keyboard, function keys (such as volume control keys, on-off keys, etc.), trackballs, mice, joysticks, which are not described here.
[0140] In the embodiments of the present application, the radio frequency unit 501 can transmit the downlink data received from the network side device to the processor 510 for processing, and can send uplink data to the network side device. Generally, the radio frequency unit 501 includes, but is not limited to, an antenna, an amplifier, a transceiver, a coupler, a low-noise amplifier, a duplexer, etc.
[0141] The memory 509 can be used to store software programs or instructions and various data. The memory 509 can mainly include a first storage area storing programs or instructions and a second storage area storing data, wherein the first storage area can store an operating system, application programs or instructions required by at least one function (such as a sound playing function, an image playing function, etc.), and the like. In addition, the memory 509 can include a volatile memory or a non-volatile memory. The non-volatile memory can be a Read-Only Memory (ROM), a Programmable ROM (PROM), an Erasable PROM (EPROM), an Electrically EPROM (EEPROM), or a flash memory. The volatile memory can be a Random Access Memory (RAM), a Static RAM (SRAM), a Dynamic RAM (DRAM), a Synchronous DRAM (SDRAM), a Double Data Rate SDRAM (DDR SDRAM), an Enhanced SDRAM (ESDRAM), a Synch link DRAM (SLDRAM), and a Direct Rambus RAM (DRRAM). The memory 509 in the embodiments of the present application includes but is not limited to these and any other suitable types of memory.
[0142] The processor 510 can include one or more processing units; optionally, the processor 510 integrates an application processor and a modem processor, wherein the application processor mainly processes operations related to an operating system, a user interface, and an application program, and the modem processor mainly processes wireless communication signals, such as a baseband processor. It can be understood that the above-mentioned modem processor can also not be integrated into the processor 510.
[0143] The processor 510 is configured to perform a first operation based on a first resource list when a first condition is met, and the first condition includes at least one of the following: the first information does not change or the change state of the first information meets a second condition, the first information is used to indicate restriction information when the first operation is performed based on the first resource list; the first resource list or related information of the first resource list remains consistent in the first operation and a second operation.
[0144] In some implementations, the terminal determines that the first information does not change or a change state of the first information meets a second condition in a case that the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation; or, in a case that the first resource list or the related information of the first resource list remains consistent in the first operation and the second operation, the terminal determines that the first information does not change or a change state of the first information meets a second condition.
[0145] In some implementations, the first information includes at least one of the following: first indication information, used to indicate that a transmission beam information of a network side device remains consistent in a process in which the terminal performs the first operation and the second operation; cell identity identification information; an association identifier, used to identify that the transmission beam information of the network side device remains consistent in a process in which the terminal performs the first operation and the second operation; an inference performance of an artificial intelligence (AI) unit; a monitoring performance of the AI unit; a performance of the AI unit.
[0146] In some implementations, the related information of the first resource list includes at least one of the following: an identifier of the first resource list; a configuration of a reference signal resource associated with the first resource list; a configuration of beam information associated with the first resource list.
[0147] In some implementations, the configuration of the reference signal resource associated with the first resource list includes at least one of the following: a number of reference signal resource sets; a number of reference signal resources; an identifier of a reference signal resource set; an identifier of a reference signal resource; an order of a reference signal resource set; an order of a reference signal resource; beam information corresponding to a reference signal resource.
[0148] In some implementations, the first operation or the second operation includes at least one of the following: training of an AI unit; inference of the AI unit; performance monitoring of the AI unit; a life cycle management (LCM) process of the AI unit; data collection.
[0149] In some implementations, the first resource list corresponds to a reference signal resource set or a reference signal resource associated with second information, and the second information includes at least one of AI unit input information and AI unit output information.
[0150] In some embodiments, the second information is associated with a set of reference signal resources or a reference signal resource, and the set of reference signal resources or the reference signal resource comprises at least one of the following: the second information is associated with one set of reference signal resources or one reference signal resource, wherein the set of reference signal resources or the reference signal resource is a periodic resource or a semi-persistent resource; the second information is associated with at least two sets of reference signal resources or at least two reference signal resources, wherein the set of reference signal resources or the reference signal resource is a periodic resource, a semi-persistent resource, or a non-periodic resource.
[0151] In some embodiments, when the second information is associated with at least two sets of reference signal resources or at least two reference signal resources, the first resource list is determined according to third information, and the third information comprises at least one of the following: a configuration order of the reference signal resources; an identification order of the reference signal resources; a configuration order of the set of reference signal resources; an identification order of the set of reference signal resources; an identification order of the reference signal resources in each set of reference signal resources; a default or a protocol agreed determination order of the first resource list.
[0152] In some embodiments, when the set of reference signal resources or the reference signal resource associated with the second information is used for the execution of the first operation or the second operation, the set of reference signal resources or the reference signal resource associated with the second information satisfies at least one of the following: the set of reference signal resources or the reference signal resource associated with the second information is used for reference signal measurement by the terminal; a measurement result corresponding to the set of reference signal resources or the reference signal resource associated with the second information does not need to be fed back.
[0153] In some embodiments, the number of different first resource lists in one cell or one cell group is less than or equal to a first threshold, or the number of the first information in one cell or one cell group is less than or equal to a second threshold.
[0154] In some embodiments, the execution of the first operation based on the first resource list comprises: performing the first operation based on the first resource list and other reference signal resources except for a target reference signal resource, wherein the target reference signal resource satisfies at least one of the following: the network side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.
[0155] In some embodiments, the radio frequency unit 501 is configured to send fourth information to the network side device; wherein the fourth information is determined according to the execution result of the first operation and target reference signal resources corresponding to the first resource list, and the target reference signal resources satisfy at least one of the following conditions: the network side device does not send the target reference signal resources; the terminal does not receive the target reference signal resources; and the target reference signal resources are virtual resources.
[0156] In some embodiments, the determination manner of the target reference signal resources includes at least one of the following: determining, as the target reference signal resources, reference signal resources associated with the second indication information in the plurality of reference signal resources corresponding to the first resource list; determining, as the target reference signal resources, reference signal resources corresponding to non-measurement purposes in the plurality of reference signal resources corresponding to the first resource list; and in a case where the plurality of reference signal resources corresponding to the first resource list are updated according to the third indication information, determining, as the target reference signal resources, reference signal resources in an inactivated state in the updated plurality of reference signal resources.
[0157] It can be understood that the implementation process of each implementation manner mentioned in the embodiment can refer to the related description of the method embodiment 200 and achieve the same or corresponding technical effects. To avoid repetition, it will not be described here.
[0158] The embodiment of the present application further provides a readable storage medium, which stores a program or instructions, and the program or instructions are executed by a processor to implement each process of the method embodiment of the communication processing and achieve the same technical effects. To avoid repetition, it will not be described here.
[0159] The processor is the processor in the terminal in the above embodiments. The readable storage medium includes a computer readable storage medium, such as a computer readable only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, etc. In some examples, the readable storage medium can be a non-transitory readable storage medium.
[0160] The embodiment of the present application further provides a chip, which includes a processor and a communication interface, the communication interface is coupled with the processor, and the processor is configured to run a program or instructions to implement each process of the method embodiment of the communication processing and achieve the same technical effects. To avoid repetition, it will not be described here.
[0161] It should be understood that the chip mentioned in the embodiment of the present application can also be referred to as a system chip, a system chip, a chip system or a system on chip, etc.
[0162] The embodiment of the present application further provides a computer program / program product stored in a storage medium, which is executed by at least one processor to implement each process of the method embodiment of the communication processing, and can achieve the same technical effects. To avoid repetition, details are not described herein.
[0163] The embodiment of the present application further provides a system for communication processing, comprising a terminal and a network side device, wherein the terminal can be used to implement each process of the method embodiment of the communication processing, and can achieve the same technical effects. To avoid repetition, details are not described herein.
[0164] It should be noted that in this document, the terms "comprising", "including", or any other variant thereof are intended to cover non-exclusive inclusions, so that processes, methods, articles or devices including a series of elements not only include those elements, but also include other elements not explicitly listed, or include elements inherent to such processes, methods, articles or devices. Without more limitations, the element defined by the statement "including a" does not exclude the presence of another identical element in the process, method, article or device including the element. In addition, it should be pointed out that the scope of the methods and devices in the embodiments of the present application is not limited to the order of performing functions as shown or discussed, but can also include performing functions in a substantially simultaneous manner or in reverse order, for example, the described method can be performed in an order different from that described, and various steps can also be added, omitted or combined. In addition, the features described with reference to certain examples can be combined in other examples.
[0165] From the above description of the embodiments, those skilled in the art can clearly understand that the above embodiment method can be realized by means of computer software product and general hardware platform, of course, it can also be realized by hardware. The computer software product is stored in a storage medium (such as ROM, RAM, magnetic disc, optical disc, etc.), including a plurality of instructions, used to make the terminal or network side device execute the method described in each embodiment of the present application.
[0166] The embodiments of the present application are described above in combination with the drawings, but the present application is not limited to the above specific embodiments, the above specific embodiments are only illustrative, not restrictive, and those skilled in the art can make many forms of embodiments under the inspiration of the present application without departing from the scope of the present application and the protection scope of the claims.
Claims
1. A method of communication processing, comprising: performing, by a terminal, a first operation based on a first resource list in a case where a first condition is met; wherein the first condition comprises at least one of: a first information is not changed or a change state of the first information meets a second condition, the first information being used to indicate restriction information when the first operation is performed based on the first resource list; the first resource list or related information of the first resource list is consistent in the first operation and a second operation.
2. The method of claim 1, wherein: in a case where the first information is not changed or a change state of the first information meets a second condition, the terminal determines that the first resource list or related information of the first resource list is consistent in the first operation and the second operation; or in a case where the first resource list or related information of the first resource list is consistent in the first operation and the second operation, the terminal determines that the first information is not changed or a change state of the first information meets a second condition.
3. The method of claim 1, wherein, the first information comprises at least one of: first indication information used to indicate that transmission beam information of a network side device is consistent in a process in which the terminal performs the first operation and the second operation; cell identity identification information; association identification used to identify that the transmission beam information of the network side device is consistent in the process in which the terminal performs the first operation and the second operation; inference performance of an artificial intelligence (AI) unit; monitoring performance of the AI unit; performance of the AI unit.
4. The method of claim 1, wherein, the related information of the first resource list comprises at least one of: an identity of the first resource list; configuration of a reference signal resource associated with the first resource list; configuration of beam information associated with the first resource list.
5. The method of claim 4, wherein, the configuration of the reference signal resource associated with the first resource list comprises at least one of: a number of reference signal resource sets; a number of reference signal resources; an identity of a reference signal resource set; an identity of a reference signal resource; an order of the reference signal resource set; an order of the reference signal resource; beam information corresponding to the reference signal resource.
6. The method of any one of claims 1-5, wherein, the first operation or the second operation comprises at least one of: training of the AI unit; inference of the AI unit; performance monitoring of the AI unit; lifecycle management (LCM) process of the AI unit; data collection.
7. The method of any one of claims 1-6, wherein, the first resource list corresponds to a reference signal resource set or a reference signal resource associated with second information, the second information comprising at least one of AI unit input information and AI unit output information.
8. The method of claim 7, wherein, the reference signal resource set or the reference signal resource associated with the second information comprises at least one of: the second information is associated with one reference signal resource set or one reference signal resource, wherein the reference signal resource set or the reference signal resource is periodic or semi-persistent; the second information is associated with at least two reference signal resource sets or at least two reference signal resources, wherein the reference signal resource set or the reference signal resource is periodic or semi-persistent or aperiodic.
9. The method of claim 8, wherein, In a case where the second information is associated with at least two sets of reference signal resources or reference signal resources, the first resource list is determined according to third information, and the third information includes at least one of the following: a configuration order of the reference signal resources; an identification order of the reference signal resources; a configuration order of the sets of reference signal resources; an identification order of the sets of reference signal resources; an identification order of the reference signal resources in each of the sets of reference signal resources; a default or a protocol-conformed determination order of the first resource list.
10. The method of any one of claims 1-9, wherein, In a case where the second information is associated with a set of reference signal resources or reference signal resources used for performing the first operation or the second operation, the set of reference signal resources associated with the second information satisfies at least one of the following: the set of reference signal resources associated with the second information is used for reference signal measurement by the terminal; a measurement result corresponding to the set of reference signal resources associated with the second information does not need to be fed back.
11. The method of any one of claims 1-10, wherein, A number of different first resource lists in one cell or one cell group is less than or equal to a first threshold, or a number of the first information in one cell or one cell group is less than or equal to a second threshold.
12. The method of any one of claims 1-11, wherein, The performing the first operation based on the first resource list includes: performing the first operation based on other reference signal resources corresponding to the first resource list except for a target reference signal resource; wherein the target reference signal resource satisfies at least one of the following: the network-side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.
13. The method of any one of claims 1-11, wherein, The method further includes: sending fourth information to the network-side device; wherein the fourth information is determined according to an execution result of the first operation and a target reference signal resource corresponding to the first resource list, and the target reference signal resource satisfies at least one of the following: the network-side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.
14. The method of claim 12 or 13, wherein, The determination manner of the target reference signal resource includes at least one of the following: determining, as the target reference signal resource, a reference signal resource associated with second indication information in a plurality of reference signal resources corresponding to the first resource list; determining, as the target reference signal resource, a reference signal resource corresponding to a non-measurement purpose in the plurality of reference signal resources corresponding to the first resource list; in a case where the plurality of reference signal resources corresponding to the first resource list are updated according to third indication information, determining, as the target reference signal resource, a reference signal resource in an inactive state in the updated plurality of reference signal resources.
15. An apparatus for communication processing, comprising: a processing module configured to perform a first operation based on a first resource list in a case where a first condition is satisfied; wherein the first condition includes at least one of the following: The first information does not change or a change state of the first information meets a second condition, and the first information is used to indicate restriction information when the first operation is performed based on the first resource list; The first resource list or related information of the first resource list is consistent in the first operation and the second operation. 16.The apparatus of claim 15, wherein In a case where the first information does not change or a change state of the first information meets a second condition, the terminal determines that the first resource list or related information of the first resource list is consistent in the first operation and the second operation; Or, in a case where the first resource list or related information of the first resource list is consistent in the first operation and the second operation, the terminal determines that the first information does not change or a change state of the first information meets a second condition.
17. The apparatus of claim 15, wherein, The first information includes at least one of the following: First indication information used to indicate that transmission beam information of a network side device is consistent in a process in which the terminal performs the first operation and the second operation; Cell identity information; An association identifier used to identify that transmission beam information of the network side device is consistent in a process in which the terminal performs the first operation and the second operation; Inference performance of an artificial intelligence (AI) unit; Monitoring performance of the AI unit; Performance of the AI unit.
18. The apparatus of claim 15, wherein, The related information of the first resource list includes at least one of the following: An identifier of the first resource list; Configuration of a reference signal resource associated with the first resource list; Configuration of beam information associated with the first resource list.
19. The apparatus of claim 18, wherein, The configuration of the reference signal resource associated with the first resource list includes at least one of the following: Number of reference signal resource sets; Number of reference signal resources; Identifier of a reference signal resource set; Identifier of a reference signal resource; Order of a reference signal resource set; Order of a reference signal resource; Beam information corresponding to a reference signal resource.
20. The apparatus of any one of claims 15-19, wherein, The first operation or the second operation includes at least one of the following: Training of an AI unit; Inference of the AI unit; Performance monitoring of the AI unit; Life cycle management (LCM) process of the AI unit; Data collection.
21. The apparatus of any of claims 15-20, wherein, The first resource list corresponds to a reference signal resource set or a reference signal resource associated with second information, and the second information includes at least one of AI unit input information and AI unit output information.
22. The apparatus of claim 21, wherein, The reference signal resource set or the reference signal resource associated with the second information includes at least one of the following: The second information is associated with one reference signal resource set or one reference signal resource, and the reference signal resource set or the reference signal resource is periodic or semi-persistent; The second information is associated with at least two reference signal resource sets or at least two reference signal resources, and the reference signal resource set or the reference signal resource is periodic or semi-persistent or aperiodic.
23. The apparatus of claim 22, wherein, In a case where the second information is associated with at least two reference signal resource sets or at least two reference signal resources, the first resource list is determined according to third information, and the third information includes at least one of the following: Configuration order of the reference signal resource; an identification order of the reference signal resources; a configuration order of the set of reference signal resources; an identification order of the set of reference signal resources; an identification order of the reference signal resources in each of the set of reference signal resources; a default or a protocol agreed determination order of the first resource list.
24. The apparatus of any one of claims 15-23, wherein, In a case where the set of reference signal resources or the reference signal resource associated with the second information is used for performing the first operation or the second operation, the set of reference signal resources associated with the second information satisfies at least one of the following: the set of reference signal resources or the reference signal resource associated with the second information is used for reference signal measurement by the terminal; a measurement result corresponding to the set of reference signal resources or the reference signal resource associated with the second information does not need to be fed back.
25. The apparatus of any one of claims 15-24, wherein, a number of different first resource lists in one cell or one cell group is less than or equal to a first threshold, or a number of the first information in one cell or one cell group is less than or equal to a second threshold.
26. The apparatus of any one of claims 15-25, wherein, the performing the first operation based on the first resource list comprises: performing the first operation based on other reference signal resources corresponding to the first resource list except for a target reference signal resource; wherein the target reference signal resource satisfies at least one of the following: the network side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.
27. The apparatus of any one of claims 15-25, wherein, the apparatus further comprises: a transmission module configured to send fourth information to a network side device; wherein the fourth information is determined according to a result of performing the first operation and a target reference signal resource corresponding to the first resource list, and the target reference signal resource satisfies at least one of the following: the network side device does not send the target reference signal resource; the terminal does not receive the target reference signal resource; the target reference signal resource is a virtual resource.
28. The apparatus of claim 26 or 27, wherein, the determination manner of the target reference signal resource comprises at least one of the following: determining, as the target reference signal resource, a reference signal resource associated with second indication information from a plurality of reference signal resources corresponding to the first resource list; determining, as the target reference signal resource, a reference signal resource corresponding to a non-measurement purpose from the plurality of reference signal resources corresponding to the first resource list; in a case where the plurality of reference signal resources corresponding to the first resource list are updated according to third indication information, determining, as the target reference signal resource, a reference signal resource in an inactivated state from the updated plurality of reference signal resources. 29.A terminal comprising a processor and a memory, the memory storing programs or instructions executable on the processor, the programs or instructions being executed by the processor to implement steps of the method according to any one of claims 1 to 14. 30.A readable storage medium, the readable storage medium storing programs or instructions executable on a processor, the programs or instructions being executed by the processor to implement steps of the method according to any one of claims 1 to 14.
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