Data processing method and apparatus
By negotiating and determining the receiving and processing method between the terminal and network equipment, the problem of unclear receiving and processing methods in terminal equipment is solved, ensuring communication quality and performance.
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- BEIJING XIAOMI MOBILE SOFTWARE CO LTD
- Filing Date
- 2024-12-31
- Publication Date
- 2026-07-09
AI Technical Summary
In terminal devices, there are situations where the data reception and processing methods are unclear, which leads to the inability to guarantee communication quality and determine whether to use AI-based or non-AI-based processing methods.
The terminal and network equipment negotiate to determine the target reception and processing method. By sending and receiving instruction information, they establish an AI-based or non-AI-based reception and processing method, thereby achieving coordination between the terminal and network equipment.
To ensure the accurate execution of the data reception and processing process, guarantee communication quality, and improve communication performance.
Smart Images

Figure CN2024144555_09072026_PF_FP_ABST
Abstract
Description
Data processing method and apparatus Technical Field
[0001] This disclosure relates to the field of communication technology, and in particular to a data processing method and apparatus. Background Technology
[0002] In recent years, Artificial Intelligence (AI) technology has made continuous breakthroughs in multiple fields. The ongoing development of AI-based technologies such as intelligent voice and computer vision has not only brought a wide variety of applications to smart terminals, but has also found widespread use in education, transportation, home, healthcare, retail, security, and many other sectors, bringing convenience to people's lives while promoting industrial upgrading across various industries. AI technology is also accelerating its cross-disciplinary integration with other disciplines, combining knowledge from different fields while providing new directions and methods for the development of various disciplines. Summary of the Invention
[0003] This disclosure provides a data processing method and apparatus for a terminal to determine a target receiving and processing mode for receiving and processing data. This avoids the terminal being unable to determine which mode to use when there are two processing modes for receiving and processing data, ensuring the accurate execution of the data receiving and processing process and guaranteeing communication quality.
[0004] This disclosure presents a data processing method and apparatus.
[0005] According to a first aspect of the present disclosure, a data processing method is proposed, executed by a terminal, comprising: determining a target receiving and processing mode for receiving and processing data, wherein the target receiving and processing mode is a first mode or a second mode, the first mode being a receiving and processing mode based on AI, and the second mode being a receiving and processing mode based on non-AI.
[0006] In the above embodiments, the terminal can determine the target receiving and processing method for receiving and processing data, so as to avoid the terminal being unable to determine which method to use when there are two processing methods for receiving and processing data, thereby ensuring the accurate execution of the data receiving and processing process and guaranteeing communication quality.
[0007] According to a second aspect of the present disclosure, a data processing method is proposed, executed by a network device, comprising: sending first indication information to a terminal, wherein the first indication information is used to instruct the terminal to use a target receiving and processing method to receive and process data, and the first indication information is used by the terminal to determine the target receiving and processing method for receiving and processing data; or receiving third information sent by the terminal, wherein the third information is sent when the terminal determines the target receiving and processing method for receiving and processing data, and the third information is used to instruct the terminal to use the target receiving and processing method to receive and process data; wherein the target receiving and processing method is a first method or a second method, the first method being a receiving and processing method based on AI, and the second method being a receiving and processing method based on non-AI.
[0008] In the above embodiments, the network device can send a first instruction to the terminal, instructing the terminal to use a target receiving and processing method to receive and process data. This allows the terminal to determine the target receiving and processing method for receiving and processing data. Alternatively, if the terminal determines the target receiving and processing method for receiving and processing data, it can send a third instruction to the network device, instructing the terminal to use the target receiving and processing method for receiving and processing data. This enables the terminal and the network device to determine the target receiving and processing method for receiving and processing data, thereby achieving consensus between the terminal and the network device on the method for receiving and processing data, ensuring the accurate execution of the data receiving and processing process, and guaranteeing communication quality.
[0009] According to a third aspect of the present disclosure, a terminal is provided, comprising: a processing module, configured to determine a target receiving and processing method for receiving and processing data, wherein the target receiving and processing method is a first method or a second method, the first method being a receiving and processing method based on AI, and the second method being a receiving and processing method based on non-AI.
[0010] According to a fourth aspect of the present disclosure, a network device is provided, comprising: a transceiver module, configured to send first indication information to a terminal, wherein the first indication information is configured to instruct the terminal to use a target receiving and processing method to receive and process data, and the first indication information is configured for the terminal to determine the target receiving and processing method for receiving and processing data; or to receive third information sent by the terminal, wherein the third information is sent when the terminal determines the target receiving and processing method for receiving and processing data, and the third information is configured to instruct the terminal to use the target receiving and processing method to receive and process data; wherein the target receiving and processing method is a first method or a second method, the first method being an AI-based receiving and processing method, and the second method being a non-AI-based receiving and processing method.
[0011] According to a fifth aspect of the present disclosure, a terminal is provided, comprising: one or more processors, wherein the terminal is configured to perform the method described in the first aspect.
[0012] According to a sixth aspect of the present disclosure, a network device is provided, comprising: one or more processors, wherein the network device is configured to perform the method described in the second aspect.
[0013] According to a seventh aspect of the present disclosure, a communication device is provided, comprising: one or more processors; and a memory coupled to the processors, the memory storing instructions which, when executed by the processors, cause the communication device to perform the method as described in at least one of the first and second aspects.
[0014] According to an eighth aspect of the present disclosure, a communication system is provided, comprising: a terminal and a network device; the terminal performs the method as described in the first aspect, and the network device performs the method as described in the second aspect embodiment.
[0015] According to a ninth aspect of the present disclosure, a computer storage medium is provided, wherein the computer storage medium stores computer-executable instructions; when executed by a processor, the computer-executable instructions are capable of implementing the method described in at least one aspect of the first and second aspects.
[0016] According to a tenth aspect of the present disclosure, a computer program product is provided, wherein the computer program product stores a computer program; after being executed by a processor, the computer program is able to implement the method described in at least one aspect of the first aspect and the second aspect.
[0017] Additional aspects and advantages of this disclosure will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of this disclosure. Attached Figure Description
[0018] To more clearly illustrate the technical solutions in the embodiments of this disclosure, the accompanying drawings required for the description of the embodiments are introduced below. The following drawings are only some embodiments of this disclosure and do not impose specific limitations on the protection scope of this disclosure.
[0019] Figure 1 is an architecture diagram of a communication system provided in an embodiment of this disclosure;
[0020] [Correction 21.01.2025 based on Rule 91] Figure 2A is a flowchart of a data processing method provided in an embodiment of this disclosure;
[0021] [Correction 21.01.2025 according to Rule 91] Figure 2B is a flowchart of another data processing method provided in an embodiment of this disclosure;
[0022] Figure 3A is a flowchart of another data processing method provided in an embodiment of this disclosure;
[0023] Figure 3B is a flowchart of another data processing method provided in an embodiment of this disclosure;
[0024] Figure 4A is a structural diagram of a terminal provided in an embodiment of this disclosure;
[0025] Figure 4B is a structural diagram of a network device provided in an embodiment of this disclosure;
[0026] Figure 5A is a structural diagram of a communication device provided in an embodiment of this disclosure; [0026.1] Figure 5B is a structural diagram of a chip provided in an embodiment of this disclosure. Detailed Implementation
[0027] This disclosure presents a data processing method and apparatus.
[0028] In a first aspect, embodiments of this disclosure propose a data processing method executed by a terminal, comprising: determining a target receiving and processing mode for receiving and processing data, wherein the target receiving and processing mode is a first mode or a second mode, the first mode being a receiving and processing mode based on AI, and the second mode being a receiving and processing mode based on non-AI.
[0029] In the above embodiments, the terminal can determine the target receiving and processing method for receiving and processing data, so as to avoid the terminal being unable to determine which method to use when there are two processing methods for receiving and processing data, thereby ensuring the accurate execution of the data receiving and processing process and guaranteeing communication quality.
[0030] In conjunction with some embodiments of the first aspect, in some embodiments, the first approach supports performing at least one of the following based on AI:
[0031] Radio frequency signal processing;
[0032] Channel estimation;
[0033] balanced;
[0034] demodulation;
[0035] Channel decoding.
[0036] In the above embodiments, the terminal can determine the target receiving and processing method for receiving and processing data as the first method. The first method supports at least one of channel estimation, equalization, demodulation, channel decoding and radio frequency receiving and processing based on AI. The terminal can perform at least one of channel estimation, equalization, demodulation, channel decoding and radio frequency receiving and processing based on AI, which can give full play to the advantages of the terminal's AI-based receiving and processing method and improve communication performance.
[0037] In conjunction with some embodiments of the first aspect, in some embodiments, the terminal determines a target receiving and processing method for receiving and processing data, including: receiving first indication information sent by a network device, wherein the first indication information is used to instruct the terminal to use the target receiving and processing method to receive and process data; and determining the target receiving and processing method for receiving and processing data based on the first indication information.
[0038] In the above embodiments, the terminal can determine the target receiving and processing method for receiving and processing data based on the first indication information sent by the network device. This enables the terminal and the network device to determine the target receiving and processing method for receiving and processing data, thereby achieving consensus between the terminal and the network device on the method for receiving and processing data, ensuring the accurate execution of the data receiving and processing process, and guaranteeing communication quality.
[0039] In conjunction with some embodiments of the first aspect, in some embodiments, the above method further includes: the terminal sending first information to the network device, wherein the first information is used to indicate at least one of the following:
[0040] The terminal supports receiving and processing data using the first method;
[0041] Based on the channel environment, the terminal is suitable to use the first method to receive and process data.
[0042] In the above embodiments, the terminal can send first information to the network device. The first information assists the network device in determining the first instruction information and the target receiving and processing method for receiving and processing data indicated to the terminal. Then, the network device can instruct the terminal to adopt the supported data receiving and processing method according to the data receiving and processing method supported by the terminal, which can ensure the accurate execution of the data receiving and processing process and guarantee the communication quality.
[0043] In conjunction with some embodiments of the first aspect, in some embodiments, the above method further includes: a terminal receiving a reference signal sent by a network device; performing reception measurements on the reference signal using a first method and a second method respectively to determine second information; and sending the second information to the network device.
[0044] In conjunction with some embodiments of the first aspect, in some embodiments, the second information includes at least one of the following:
[0045] The first measurement result obtained by receiving and measuring the reference signal using the first method;
[0046] The second measurement result obtained by receiving and measuring the reference signal using the second method;
[0047] The difference between the measurement results of receiving the reference signal using the first and second methods respectively;
[0048] In the above embodiments, the terminal receives a reference signal sent by the network device, determines the second information, and sends the second information to the network device. The second information assists the network device in determining the first indication information and the target receiving and processing method for receiving and processing data indicated to the terminal. Then, the network device can instruct the terminal to adopt the supported data receiving and processing method according to the data receiving and processing method supported by the terminal, which can ensure the accurate execution of the data receiving and processing process and guarantee the communication quality.
[0049] In conjunction with some embodiments of the first aspect, in some embodiments, the above method further includes: the terminal sending third information to the network device, wherein the third information is used to instruct the terminal to use a target receiving processing method to receive and process data.
[0050] In the above embodiments, when the terminal determines the target receiving and processing method for receiving and processing data, it can send third information to the network device, instructing the terminal to determine the target receiving and processing method for receiving and processing data. In this way, the terminal and the network device can reach an agreement on the method by which the terminal receives and processes data, so as to ensure the accurate execution of the data receiving and processing process and ensure communication quality.
[0051] Secondly, embodiments of this disclosure propose a data processing method executed by a network device, comprising: sending first indication information to a terminal, wherein the first indication information is used to instruct the terminal to use a target receiving and processing method to receive and process data, and the first indication information is used by the terminal to determine the target receiving and processing method for receiving and processing data; or receiving third information sent by the terminal, wherein the third information is sent when the terminal determines the target receiving and processing method for receiving and processing data, and the third information is used to instruct the terminal to use the target receiving and processing method to receive and process data; wherein the target receiving and processing method is a first method or a second method, the first method being a receiving and processing method based on AI, and the second method being a receiving and processing method based on non-AI.
[0052] In the above embodiments, the network device can send a first instruction to the terminal, instructing the terminal to use a target receiving and processing method to receive and process data. This allows the terminal to determine the target receiving and processing method for receiving and processing data. Alternatively, if the terminal determines the target receiving and processing method for receiving and processing data, it can send a third instruction to the network device, instructing the terminal to use the target receiving and processing method for receiving and processing data. This enables the terminal and the network device to determine the target receiving and processing method for receiving and processing data, thereby achieving consensus between the terminal and the network device on the method for receiving and processing data, ensuring the accurate execution of the data receiving and processing process, and guaranteeing communication quality.
[0053] In conjunction with some embodiments of the second aspect, in some embodiments, the first approach supports performing at least one of the following based on AI:
[0054] Radio frequency signal processing;
[0055] Channel;
[0056] balanced;
[0057] demodulation;
[0058] Channel decoding.
[0059] In conjunction with some embodiments of the second aspect, in some embodiments, the above method further includes: a network device receiving first information sent by a terminal, wherein the first information is used to indicate at least one of the following:
[0060] The terminal supports receiving and processing data using the first method;
[0061] Based on the channel environment, the terminal is suitable to use the first method to receive and process data.
[0062] In conjunction with some embodiments of the second aspect, in some embodiments, the above method further includes: the network device determining first indication information based on at least one of first information and network device deployment information.
[0063] In conjunction with some embodiments of the second aspect, in some embodiments, the above method further includes: the network device sending a reference signal to the terminal; receiving second information sent by the terminal, wherein the second information is determined by the terminal using a first method and a second method to receive and measure the reference signal respectively.
[0064] In conjunction with some embodiments of the second aspect, in some embodiments, the second information includes at least one of the following:
[0065] The first measurement result obtained by receiving and measuring the reference signal using the first method;
[0066] The second measurement result obtained by receiving and measuring the reference signal using the second method;
[0067] The difference between the measurement results of receiving the reference signal using the first and second methods respectively.
[0068] In conjunction with some embodiments of the second aspect, in some embodiments the above method further includes: the network device determining the first indication information based on the second information.
[0069] In conjunction with some embodiments of the second aspect, in some embodiments, the above method further includes: the network device determining, based on third information, a scheduling scheme that matches the target receiving and processing method during data transmission.
[0070] In conjunction with some embodiments of the second aspect, in some embodiments, a scheduling scheme matching the target receiving processing method is used, including at least one of the following:
[0071] Use an MCS scheduling scheme that matches the target receiving processing method of the terminal;
[0072] Use a resource allocation scheme that matches the target receiving processing method of the terminal.
[0073] In the above embodiments, when the network device determines the target receiving and processing method for the terminal to receive and process data, it can determine to use a scheduling scheme that matches the target receiving and processing method during data transmission to improve communication quality.
[0074] Thirdly, this disclosure provides a terminal, including: a transceiver module, used to determine a target receiving and processing method for receiving and processing data, wherein the target receiving and processing method is a first method or a second method, the first method is a receiving and processing method based on AI, and the second method is a receiving and processing method based on non-AI.
[0075] Fourthly, embodiments of this disclosure propose a network device, including: a transceiver module, configured to send first indication information to a terminal, wherein the first indication information is configured to instruct the terminal to use a target receiving and processing method to receive and process data, and the first indication information is configured for the terminal to determine the target receiving and processing method for receiving and processing data; or to receive third information sent by the terminal, wherein the third information is sent when the terminal determines the target receiving and processing method for receiving and processing data, and the third information is configured to instruct the terminal to use the target receiving and processing method to receive and process data; wherein the target receiving and processing method is a first method or a second method, the first method being a receiving and processing method based on AI, and the second method being a receiving and processing method based on non-AI.
[0076] Fifthly, a terminal is proposed, comprising: one or more processors, wherein the terminal is used to execute the method described in the first aspect.
[0077] In a sixth aspect, a network device is proposed, comprising: one or more processors, wherein the network device is configured to perform the method described in the second aspect.
[0078] In a seventh aspect, embodiments of this disclosure provide a communication device, the communication device comprising: one or more processors; and a memory coupled to the processors, the memory storing instructions which, when executed by the processors, cause the communication device to perform the method described in at least one of the first and second aspects.
[0079] Eighthly, embodiments of this disclosure provide a communication system comprising: a terminal and a network device; wherein the terminal is configured to perform the method as described in the first aspect, and the network device is configured to perform the method as described in the second aspect.
[0080] Ninthly, embodiments of this disclosure provide a storage medium storing instructions that, when executed on a communication device, cause the communication device to perform the method as described in at least one of the first and second aspects.
[0081] In a tenth aspect, embodiments of this disclosure provide a program product that, when executed by a communication device, causes the communication device to perform the method as described in at least one of the first and second aspects.
[0082] In an eleventh aspect, embodiments of this disclosure provide a computer program that, when run on a computer, causes the computer to perform the methods described in at least one of the first and second aspects.
[0083] In a twelfth aspect, embodiments of this disclosure provide a chip or chip system. The chip or chip system includes processing circuitry configured to perform the methods described in at least one of the first and second aspects described above.
[0084] It is understood that the aforementioned communication equipment, communication system, storage medium, program product, etc., are all used to execute the methods proposed in the embodiments of this disclosure. Therefore, the beneficial effects they can achieve can be referred to the beneficial effects in the corresponding methods, and will not be repeated here.
[0085] This disclosure provides a data processing method and apparatus. In some embodiments, the terms "data processing method" and "information processing method" may be used interchangeably.
[0086] This disclosure is not exhaustive, but merely illustrative of some embodiments, and is not intended to limit the scope of protection of this disclosure. Unless otherwise specified, each step in a particular embodiment can be implemented as an independent embodiment, and the steps can be arbitrarily combined. For example, a solution after removing some steps in a particular embodiment can also be implemented as an independent embodiment, and the order of the steps in a particular embodiment can be arbitrarily interchanged. Furthermore, the optional implementation methods in a particular embodiment can be arbitrarily combined; moreover, the embodiments can be arbitrarily combined, for example, some or all steps of different embodiments can be arbitrarily combined, and a particular embodiment can be arbitrarily combined with the optional implementation methods of other embodiments. In all embodiments of this disclosure, unless otherwise specified or logically conflicting, the terminology and / or descriptions between the embodiments are consistent and can be mutually referenced. Technical features in different embodiments can be combined to form new embodiments based on their inherent logical relationships.
[0087] The terminology used in the embodiments of this disclosure is for the purpose of describing particular embodiments only and is not intended to limit the scope of this disclosure.
[0088] In this embodiment of the disclosure, unless otherwise stated, elements expressed in the singular form, such as "a," "an," "the," "the," "the," "the," "the," "the," "this," etc., can mean "one and only one," or "one or more," "at least one," etc. For example, when using articles such as "a," "an," "the," etc. in translation, the noun following the article can be understood as either a singular expression or a plural expression.
[0089] In the embodiments disclosed herein, "multiple" refers to two or more.
[0090] In some embodiments, the terms “at least one of A or B, at least one of A and B”, “one or more”, “a plurality of”, “multiple”, etc., may be used interchangeably.
[0091] In some embodiments, the notation "at least one of A and B", "A and / or B", "A in one case, B in another", "in response to one case A, in response to another case B", etc., may include the following technical solutions depending on the situation: in some embodiments, A (execute A regardless of whether there is a branch B); in some embodiments, B (execute B regardless of whether there is a branch A); in some embodiments, execution is selected from A and B (A and B are selectively executed); in some embodiments, both A and B are executed. The same applies when there are more branches such as A, B, C, etc.
[0092] In some embodiments, the notation "A or B" may include the following technical solutions, depending on the situation: in some embodiments, A (execute A regardless of whether a branch B exists); in some embodiments, B (execute B regardless of whether a branch A exists); in some embodiments, execution is selected from A and B (A and B are selectively executed). The same applies when there are more branches such as A, B, and C.
[0093] The prefixes "first," "second," etc., used in the embodiments of this disclosure are merely for distinguishing different descriptive objects and do not impose restrictions on the position, order, priority, quantity, or content of the descriptive objects. The description of the descriptive objects is found in the claims or the context of the embodiments, and the use of prefixes should not constitute unnecessary restrictions. For example, if the descriptive object is a "field," the ordinal numbers preceding "field" in "first field" and "second field" do not restrict the position or order of the "fields." "First" and "second" do not restrict whether the "fields" they modify are in the same message, nor do they restrict the order of "first field" and "second field." Similarly, if the descriptive object is a "level," the ordinal numbers preceding "level" in "first level" and "second level" do not restrict the priority between "levels." Furthermore, the number of descriptive objects is not limited by ordinal numbers and can be one or more. For example, in "first device," the number of "devices" can be one or more. Furthermore, the objects modified by different prefixes can be the same or different. For example, if the object being described is "device", then "first device" and "second device" can be the same device or different devices, and their types can be the same or different. Similarly, if the object being described is "information", then "first information" and "second information" can be the same information or different information, and their content can be the same or different.
[0094] In some embodiments, “including A,” “containing A,” “for indicating A,” and “carrying A” can be interpreted as directly carrying A or indirectly indicating A.
[0095] In some embodiments, terms such as "time / frequency" and "time-frequency domain" refer to the time domain and / or frequency domain.
[0096] In some embodiments, terms such as “in response to…”, “in response to determining…”, “in the case of…”, “when…”, “when…”, “if…”, etc. can be used interchangeably. These descriptions all refer to the device making a corresponding action under certain objective circumstances. They do not necessarily limit the time, nor do they require the device to make a judgment action when implementing it, nor do they mean that there must be other limitations.
[0097] In some embodiments, the terms “greater than,” “greater than or equal to,” “not less than,” “more than,” “more than or equal to,” “not less than,” “higher than,” “higher than or equal to,” “not lower than,” and “above” can be used interchangeably, as can the terms “less than,” “less than or equal to,” “not greater than,” “less than,” “less than or equal to,” “not more than,” “lower than,” “lower than or equal to,” “not higher than,” and “below”.
[0098] In some embodiments, devices, etc., may be interpreted as physical or virtual, and their names are not limited to those described in the embodiments. Terms such as “device,” “equipment,” “circuit,” “network element,” “network function,” “network device,” “function,” “node,” “unit,” “section,” “system,” “network,” “chip,” “chip system,” “entity,” and “subject” are interchangeable.
[0099] In some embodiments, "network" can be interpreted as devices included in a network (e.g., access network devices, core network devices, etc.).
[0100] In some embodiments, the terms "access network device (AN device)," "radio access network device (RAN device)," "base station (BS)," "radio base station," "fixed station," "node," "access point," "transmission point (TP)," "reception point (RP)," "transmission / reception point (TRP)," "panel," "antenna panel," "antenna array," "cell," "macro cell," "small cell," "femto cell," "pico cell," "sector," "cell group," "serving cell," "carrier," "component carrier," and "bandwidth part (BWP)" can be used interchangeably.
[0101] In some embodiments, the terms "terminal", "terminal device", "user equipment (UE)", "user terminal", "mobile station (MS)", "mobile terminal (MT)", "subscriber station", "mobile unit", "subscriber unit", "wireless unit", "remote unit", "mobile device", "wireless device", "wireless communication device", "remote device", "mobile subscriber station", "access terminal", "mobile terminal", "wireless terminal", "remote terminal", "handset", "user agent", "mobile client", and "client" can be used interchangeably.
[0102] In some embodiments, access network devices, core network devices, or network devices can be replaced by terminals. For example, embodiments of this disclosure can also be applied to structures where communication between access network devices, core network devices, or network devices and terminals is replaced by communication between multiple terminals (e.g., device-to-device (D2D), vehicle-to-everything (V2X), etc.). In this case, the structure can also be configured such that the terminal has all or part of the functions of the access network device. Furthermore, terms such as "uplink" and "downlink" can be replaced with terms corresponding to communication between terminals (e.g., "sidelink"). For example, uplink channel, downlink channel, etc., can be replaced with sidelink channel, and uplink link, downlink, etc., can be replaced with sidelink link.
[0103] In some embodiments, the terminal may be replaced by an access network device, a core network device, or a network device. In this case, the access network device, core network device, or network device may also be configured to have all or some of the functions of the terminal.
[0104] In some embodiments, the acquisition of data, information, etc., may comply with the laws and regulations of the country where the location is situated.
[0105] In some embodiments, data, information, etc., may be obtained with the user's consent.
[0106] Furthermore, each element, each row, or each column in the table of this disclosure can be implemented as an independent embodiment, and any combination of any element, any row, or any column can also be implemented as an independent embodiment.
[0107] Figure 1 is a schematic diagram of the architecture of a communication system according to an embodiment of the present disclosure.
[0108] Figure 1 is an architecture diagram of a communication system provided in an embodiment of this disclosure.
[0109] As shown in Figure 1, the communication system 100 includes a terminal 101 and a network device 102.
[0110] In some embodiments, terminal 101 includes, but is not limited to, at least one of the following: mobile phone, wearable device, Internet of Things device, car with communication function, smart car, tablet computer, computer with wireless transceiver function, virtual reality (VR) terminal, augmented reality (AR) terminal, wireless terminal in industrial control, wireless terminal in self-driving, wireless terminal in remote medical surgery, wireless terminal in smart grid, wireless terminal in transportation safety, wireless terminal in smart city, and wireless terminal in smart home.
[0111] In some embodiments, network device 102 may include at least one of access network device and core network device.
[0112] In some embodiments, the access network device is, for example, a node or device that connects a terminal to a wireless network. The access network device may include, but is not limited to, at least one of the following in a 5G communication system: evolved Node B (eNB), next-generation eNB (ng-eNB), next-generation Node B (gNB), node B (NB), home node B (HNB), home evolved node B (HeNB), radio backhaul device, radio network controller (RNC), base station controller (BSC), base transceiver station (BTS), base band unit (BBU), mobile switching center, base station in a 6G communication system, open RAN, cloud RAN, base station in other communication systems, and access node in a Wi-Fi system.
[0113] In some embodiments, the access network device may be a satellite.
[0114] In some embodiments, the core network equipment may be a single device, multiple devices, or a group of devices, including all or part of a first network element, a second network element, a third network element, a fourth network element, etc. Network elements may be virtual or physical. The core network may include, for example, at least one of an Evolved Packet Core (EPC), a 5G Core Network (5GCN), and a Next Generation Core (NGC).
[0115] In some embodiments, the first network element is, for example, an access and mobility management function (AMF) network element.
[0116] In some embodiments, the second network element is, for example, a Location Management Function (LMF) network element.
[0117] In some embodiments, the third network element is, for example, a sensing function (SF) network element.
[0118] In some embodiments, the fourth network element is, for example, a network repository function (NRF) network element.
[0119] In some embodiments, the first network element is used to implement terminal access management and mobility management. It is responsible for terminal state maintenance, terminal reachability management, mobility management (MM), forwarding of non-access stratum (NAS) messages, and forwarding of session management (SM) N2 messages.
[0120] In some embodiments, the second network element is used to coordinate and schedule the resources required for the location of the terminal.
[0121] In some embodiments, the third network element is used to perform wireless sensing using access network equipment or terminals to realize sensing services.
[0122] In some embodiments, the fourth network element is used for dynamic registration of network function service capabilities and network function discovery.
[0123] In some embodiments, at least one of the first network element, the second network element, and the third network element can be independent of the core network equipment.
[0124] In some embodiments, at least one of the first network element, the second network element, and the third network element may be part of the core network equipment.
[0125] It is understood that the communication system described in this disclosure is for the purpose of more clearly illustrating the technical solutions of this disclosure, and does not constitute a limitation on the technical solutions proposed in this disclosure. As those skilled in the art will know, with the evolution of system architecture and the emergence of new business scenarios, the technical solutions proposed in this disclosure are also applicable to similar technical problems.
[0126] The following embodiments of this disclosure can be applied to the communication system 100 shown in FIG1, or to some of the main bodies, but are not limited thereto. The main bodies shown in FIG1 are illustrative. The communication system may include all or some of the main bodies in FIG1, or may include other main bodies outside of FIG1. The number and form of each main body are arbitrary. Each main body may be physical or virtual. The connection relationship between the main bodies is illustrative. The main bodies may not be connected or may be connected. The connection can be in any way, it can be a direct connection or an indirect connection, it can be a wired connection or a wireless connection.
[0127] The embodiments disclosed herein can be applied to Long Term Evolution (LTE), LTE-Advanced (LTE-A), LTE-Beyond (LTE-B), Super 3G, IMT-Advanced, 4th Generation Mobile Communication System (4G), 5th Generation Mobile Communication System (5G), 5G New Radio (NR), Future Radio Access (FRA), New-Radio Access Technology (RAT), New Radio (NR), New Radio Access (NX), Future Generation Radio Access (FX), Global System for Mobile Communications (GSM), CDMA2000, Ultra Mobile Broadband (UMB), IEEE 802.11 (Wi-Fi), IEEE 802.16 (WiMAX), IEEE 802.20, and Ultra-Wideband. The technologies include UWB (Ultra-Wideband), Bluetooth (a registered trademark), public land mobile network (PLMN) networks, device-to-device (D2D) systems, machine-to-machine (M2M) systems, Internet of Things (IoT) systems, vehicle-to-everything (V2X) systems, systems utilizing other data processing methods, and next-generation systems built upon them. Furthermore, multiple systems can be combined (e.g., a combination of LTE or LTE-A with 5G).
[0128] The widespread application of fifth-generation (5G) technology is bringing tremendous changes to all aspects of people's lives. According to the vision of the International Telecommunication Union (ITU), 5G will permeate all areas of future society, building a comprehensive information ecosystem centered on the user. Specifically, 5G user experience speeds can reach 100 Mbit / s to 1 Gbit / s, supporting ultimate service experiences such as mobile virtual reality; 5G peak speeds can reach 10 Gbit / s to 20 Gbit / s, with a traffic density of 10 Mbit / s / m², supporting more than a thousandfold increase in mobile traffic; 5G connection density can reach 1 million / m², effectively supporting massive numbers of IoT devices; 5G transmission latency can be down to the millisecond level, meeting the stringent requirements of vehicle-to-everything (V2X) and industrial control; 5G can support mobile speeds of 500 km / h, providing a good user experience even in high-speed rail environments. It is conceivable that 5G, as a representative of new infrastructure, will reshape the future information society.
[0129] In recent years, artificial intelligence (AI) technology has achieved continuous breakthroughs in multiple fields. The ongoing development of AI-based technologies such as intelligent voice and computer vision has not only brought a wide variety of applications to smart terminals, but has also found widespread use in education, transportation, home, healthcare, retail, security, and many other sectors, bringing convenience to people's lives while promoting industrial upgrading across various industries. AI technology is also accelerating its cross-disciplinary integration with other disciplines, combining knowledge from different fields while providing new directions and methods for the development of various disciplines.
[0130] In some embodiments, a research project on the application of artificial intelligence (AI) technology in wireless air interfaces is proposed. This project aims to investigate how to introduce AI technology into wireless air interfaces and explore how AI technology can assist in improving wireless air interface transmission technology.
[0131] In research geared towards 6G, 6G systems can provide AI services across more dimensions. This mainly includes the following three aspects:
[0132] AI-enabled connectivity. This means using AI to improve communication performance, such as using AI for beam management;
[0133] Computing power services. This refers to the network side providing computing power to the terminal side, such as assisting the terminal in model training and inference.
[0134] Ultimate AI service. This involves enhancing the network transmission pipeline to improve the user experience of AI application services.
[0135] In some embodiments, an AI-based receiver is proposed. At the terminal side, when processing the received signal, it undergoes reception and processing by radio frequency (RF) devices, while simultaneously, multiple processes such as channel estimation, equalization, demodulation, and channel decoding are performed in the baseband. During RF processing, imperfections in the RF devices can potentially introduce signal distortion. Furthermore, channel estimation errors exist, and interference and noise can affect the performance of equalization, demodulation, and channel decoding processes.
[0136] To improve the processing performance of received signals, AI-based receivers have been proposed. The basic design concept of AI-based receivers is to replace traditional processing procedures with AI models. For example, during or after RF processing, the received signal is corrected to remove imperfections introduced by the devices; AI models are used in channel estimation to improve its accuracy; and AI models are used in equalization, modulation, and decoding processes to enhance reception performance.
[0137] In some embodiments, for the corresponding terminal, there are two processing methods for the received signal: one is the traditional non-AI-based processing method, and the other is the AI-based processing method.
[0138] In some embodiments, due to the limitations of generalization, AI-based processing methods cannot be used in all scenarios and can only be used in specific ones. Furthermore, in environments where AI is applicable, AI-based processing methods often achieve better reception performance. Therefore, how to coordinate the behavior of network devices and terminals to ensure the appropriate scheduling and use of AI-based processing methods in suitable scenarios is a problem that needs to be solved. Since terminals have two processing methods for receiving data—AI-based and non-AI-based—how terminals should use these two methods is a pressing issue that needs to be addressed.
[0139] Based on this, in this embodiment of the disclosure, the terminal determines a target receiving and processing method for receiving and processing data. The target receiving and processing method is either a first method or a second method. The first method is a receiving and processing method based on artificial intelligence (AI), and the second method is a receiving and processing method based on non-AI. Thus, the terminal can determine the target receiving and processing method for receiving and processing data, avoiding the inability to determine which method to use when two processing methods exist, ensuring the accurate execution of the data receiving and processing process, and guaranteeing communication quality.
[0140] Figure 2A is an interactive schematic diagram illustrating a data processing method according to an embodiment of the present disclosure. As shown in Figure 2A, the embodiments of the present disclosure relate to a data processing method, which includes:
[0141] S201A, the network device sends a reference signal to the terminal.
[0142] In some embodiments, the terminal receives a reference signal sent by a network device, but is not limited thereto. The terminal may also receive a reference signal sent by another entity other than the network device, in which case S201A can be omitted.
[0143] In some embodiments, the terminal acquires a reference signal defined by the protocol, in which case S201A can be omitted.
[0144] In some embodiments, the terminal obtains the reference signal from the upper layer(s), in which case S201A can be omitted.
[0145] In some embodiments, the terminal processes the signal to obtain a reference signal, in which case S201A can be omitted.
[0146] In some embodiments, the terminal autonomously implements the function indicated by the reference signal, or the above function is a default or default setting, in which case S201A can be omitted.
[0147] In some embodiments, the reference signal is used by the terminal to receive and process the reference signal to determine the second information.
[0148] In some embodiments, the network device sends a reference signal to the terminal on its own, or sends a reference signal to the terminal based on a protocol agreement, or sends a reference signal to the terminal based on a request from the terminal.
[0149] For example, when a network device needs to determine the differences in information determined by the terminal using different methods to receive and process the reference signal, it may send a reference signal to the terminal.
[0150] In some embodiments, the different methods include a first method and a second method, wherein the first method is a method of receiving and processing based on AI, and the second method is a method of receiving and processing based on non-AI.
[0151] For example, when a network device receives a request from a terminal requesting the network device to send a reference signal to the terminal, the network device can send a reference signal to the terminal based on the request from the terminal.
[0152] In some embodiments, the network device may reuse existing signaling or messages to send reference signals to the terminal, or use new signaling or messages to send reference signals to the terminal.
[0153] S202A, the terminal uses the first method and the second method to receive and process the reference signal respectively, and determines the second information.
[0154] In this embodiment of the disclosure, the terminal receives a reference signal sent by a network device, and processes the reference signal using a first method and a second method respectively to determine the second information.
[0155] In some embodiments, the first method is a receiving and processing method based on AI, and the second method is a receiving and processing method based on non-AI.
[0156] In this embodiment of the disclosure, the terminal receives a reference signal sent by a network device, and processes the reference signal using both an AI-based reception processing method and a non-AI-based reception processing method to determine the second information.
[0157] Specifically, using AI-based reception processing to receive and process the reference signal allows the use of an AI model. Using a non-AI-based reception and processing method eliminates the need for an AI model.
[0158] In some embodiments, the first approach supports performing at least one of the following based on AI:
[0159] Radio frequency signal processing;
[0160] Channel;
[0161] balanced;
[0162] demodulation;
[0163] Channel decoding.
[0164] In this embodiment of the disclosure, the first method is a receiving and processing method based on AI. The first method supports performing at least one of the following based on AI: radio frequency signal processing, channel, equalization, demodulation, and channel decoding.
[0165] In some embodiments, the second information includes at least one of the following:
[0166] The first measurement result obtained by receiving and measuring the reference signal using the first method;
[0167] The second measurement result obtained by receiving and measuring the reference signal using the second method;
[0168] The difference between the measurement results of receiving the reference signal using the first and second methods respectively;
[0169] In this embodiment of the present disclosure, the terminal uses a first method to receive and process a reference signal to determine second information. The second information includes a first measurement result of the terminal receiving and measuring the reference signal using the first method.
[0170] In this embodiment of the present disclosure, the terminal uses a second method to receive and process the reference signal to determine second information. The second information includes a first measurement result of the terminal receiving and measuring the reference signal using the second method.
[0171] In this embodiment of the present disclosure, the terminal uses a first method and a second method to receive and process the reference signal, and determines second information. The second information includes the difference between the measurement results of the terminal receiving and measuring the reference signal using the first method and the second method respectively.
[0172] S203A, the terminal sends the second information to the network device.
[0173] In some embodiments, the network device receives second information sent by the terminal, but is not limited thereto. The network device may also receive second information sent by other entities other than the terminal, in which case S203A may be omitted.
[0174] In some embodiments, the network device obtains second information as defined by the protocol, in which case S203A can be omitted.
[0175] In some embodiments, the network device obtains the second information from the upper layer(s), in which case S203A can be omitted.
[0176] In some embodiments, the network device processes the information to obtain the second information, in which case S203A can be omitted.
[0177] In some embodiments, the network device autonomously implements the function indicated by the second information, or the above function is a default or default setting, in which case S203A can be omitted.
[0178] In this embodiment of the present disclosure, the terminal receives a reference signal sent by a network device, processes the reference signal using a first method and a second method respectively, determines the second information, and then sends the second information to the network device.
[0179] The relevant description of the second information can be found in the relevant descriptions in the preceding steps, and will not be repeated here.
[0180] In some embodiments, the terminal determines to send the second information to the network device on its own, or determines to send the second information to the network device based on a protocol agreement, or determines to send the second information to the network device based on an instruction from the network device.
[0181] For example, when a terminal receives an instruction from a network device instructing the terminal to report the measurement results of a reference signal to the network device, the terminal can determine that the network device is sending second information.
[0182] In some embodiments, the terminal may reuse existing signaling or messages to send second information to the network device, or send second information to the network device using new signaling or messages.
[0183] S204A, the terminal sends the first information to the network device.
[0184] In some embodiments, S204A and S201A are executed simultaneously or in reverse order, S204A and S202A are executed simultaneously or in reverse order, and S204A and S203A are executed simultaneously or in reverse order.
[0185] In some embodiments, the network device receives first information sent by the terminal, but is not limited thereto. The network device may also receive first information sent by other entities other than the terminal, in which case S204A may be omitted.
[0186] In some embodiments, the network device obtains the first information specified by the protocol, in which case S204A can be omitted.
[0187] In some embodiments, the network device obtains the first information from the upper layer(s), in which case S204A can be omitted.
[0188] In some embodiments, the network device processes the information to obtain the first information, in which case S204A can be omitted.
[0189] In some embodiments, the network device autonomously implements the function indicated by the first information, or the above function is a default or default setting, in which case S204A can be omitted.
[0190] In some embodiments, the first information is used to indicate at least one of the following:
[0191] The terminal supports receiving and processing data using the first method;
[0192] Based on the channel environment, the terminal is suitable to use the first method to receive and process data.
[0193] In some embodiments, the first information is used to instruct the terminal to support receiving and processing data using a first method.
[0194] The relevant description of the first method can be found in the relevant description of the steps mentioned above, and will not be repeated here.
[0195] In some embodiments, the first information is used to indicate that, based on the channel environment, the terminal is suitable for receiving and processing data using a first method.
[0196] In some embodiments, the first information includes information about a first method, such as the identifier of the first method, the identifier of the AI model, etc.
[0197] In some embodiments, the terminal determines to send the first information to the network device on its own, or determines to send the first information to the network device based on a protocol agreement, or sends the first information to the network device based on an instruction from the network device.
[0198] For example, when the terminal determines, or based on a protocol agreement, that it needs to reach an agreement on how the terminal will receive and process data, it sends first information to the network device.
[0199] For example, if the terminal receives an instruction from the network device instructing the terminal to report whether it supports receiving and processing data using the first method, the terminal sends first information to the network device.
[0200] In some embodiments, the terminal may reuse existing signaling or messages to send first information to the network device, or send first information to the network device using new signaling or messages.
[0201] S205A, the network device determines the first indication information.
[0202] In some embodiments, the first indication information is used to instruct the terminal to use the target receiving processing method to receive and process data.
[0203] In some embodiments, the first indication information is used by the terminal to determine the target receiving and processing method for receiving and processing data.
[0204] In some embodiments, the target receiving processing method is a first method or a second method.
[0205] In some embodiments, the first method is a receiving and processing method based on AI, and the second method is a receiving and processing method based on non-AI.
[0206] In some embodiments, the network device determines the first indication information based on the network device's deployment information. In this case, S201A to S204A can be omitted.
[0207] In some embodiments, the deployment information of the network device includes at least one of the following: network load information, information of the AI model deployed on the network device side, and beamform of the antenna deployed on the network side.
[0208] Understandably, network load needs to be considered during data reception and processing. If the load is heavy, the network device may not be able to send enough data to the terminal, preventing the terminal from using the second method for data reception and processing, and forcing it to use the first method. In this situation, the network device needs to determine the first instruction information to send to the terminal based on its deployment information, i.e., its network load.
[0209] Understandably, during data reception and processing, some processing may occur on the terminal side, while other processing occurs on the network side. For example, after the terminal receives and processes data sent by the network device, it sends the processing result back to the network device. The network device then needs to further process the result sent by the terminal before determining the final target result. Alternatively, the network device may receive and process data sent by the terminal, send the processing result back to the terminal, and the terminal then needs to further process the result sent by the network device before determining the final target result. In this case, the network device needs to use an AI model to receive and process the data. Therefore, the network device needs to determine the initial instruction information to send to the terminal based on its deployment information, specifically the information of the AI model deployed on the network device.
[0210] For example, if the information of the AI model deployed on the network device side indicates that the network device side has deployed an AI model for receiving and processing data, the network device can determine to send a first instruction information to the terminal. The first instruction information can instruct the terminal to use an AI-based receiving and processing method to receive and process data.
[0211] In some embodiments, the network device determines the first indication information based on the first information. In this case, S201A to S203A can be omitted.
[0212] In some embodiments, the network device determines the first indication information based on the second information. In this case, S204A can be omitted.
[0213] In some embodiments, the network device determines the first instruction information based on at least one of the first information and the network device's deployment information.
[0214] In some embodiments, the network device determines the first indication information based on the first information and the second information.
[0215] In some embodiments, the network device determines the first instruction information based on at least one of the first information, the second information, and the network device's deployment information.
[0216] In some embodiments, when the first information is used to indicate that the terminal supports receiving and processing data using a first method, the network device determines first indication information based on the first information. The first indication information is used to instruct the terminal to receive and process data using a target receiving and processing method, wherein the target receiving and processing method is the first method.
[0217] In some embodiments, the first information is used to indicate that when the terminal is suitable to use a first method to receive and process data based on the channel environment, the network device determines first indication information based on the first information. The first indication information is used to instruct the terminal to use a target receiving and processing method to receive and process data, wherein the target receiving and processing method is the first method.
[0218] In some embodiments, when the second information is used to indicate the difference between the measurement results of receiving and measuring the reference signal using the first method and the second method respectively, and the difference display terminal shows that the measurement result of receiving and measuring the reference signal using the first method is better, the network device determines the first indication information based on the second information. The first indication information is used to instruct the terminal to receive and process the data using the target reception processing method, wherein the target reception processing method is the first method.
[0219] S206A, the network device sends the first instruction information to the terminal.
[0220] In some embodiments, the terminal receives first indication information sent by a network device, but is not limited thereto. The terminal may also receive first indication information sent by a subject other than the network device, in which case S206A may be omitted.
[0221] In some embodiments, the terminal obtains first indication information specified by the protocol, in which case S206A can be omitted.
[0222] In some embodiments, the terminal obtains the first indication information from the upper layer(s), in which case S206A can be omitted.
[0223] In some embodiments, the terminal processes the information to obtain the first instruction information, in which case S206A can be omitted.
[0224] In some embodiments, the terminal autonomously implements the function indicated by the first instruction information, or the above function is a default or default value, in which case S206A can be omitted.
[0225] In some embodiments, the first indication information is used to instruct the terminal to use the target receiving processing method to receive and process data.
[0226] In some embodiments, the target receiving processing method is a first method or a second method.
[0227] In some embodiments, the first method is a receiving and processing method based on AI, and the second method is a receiving and processing method based on non-AI.
[0228] In some embodiments, the network device sends the first instruction information to the terminal on its own, or sends the first instruction information to the terminal based on a protocol agreement, or sends the first instruction information to the terminal based on a request from the terminal.
[0229] In some embodiments, the network device may reuse existing signaling or messages to send first indication information to the terminal, or use new signaling or messages to send first indication information to the terminal.
[0230] S207A, the terminal determines the target receiving and processing method for receiving and processing data.
[0231] In some embodiments, the terminal determines the target receiving and processing method for receiving and processing the data, that is, it determines to use the target receiving and processing method to receive and process the data. In this case, S201A to S206 can be omitted.
[0232] In some embodiments, the terminal determines the target receiving and processing method for receiving and processing data based on the protocol agreement, that is, it determines to use the target receiving and processing method to receive and process data.
[0233] For example, the protocol specifies the target receiving and processing method for the terminal to receive and process data, and the terminal can determine the target receiving and processing method for receiving and processing data based on the protocol.
[0234] In some embodiments, the terminal determines the target receiving and processing method for receiving and processing data based on the first indication information sent by the network device, that is, it determines to use the target receiving and processing method to receive and process data.
[0235] The relevant descriptions of the target receiving and processing method can be found in the relevant descriptions of the steps above, and will not be repeated here.
[0236] S208A, the network device determines the scheduling scheme that matches the target receiving and processing method during data transmission.
[0237] In some embodiments, the network device sends a first instruction to the terminal, instructing the terminal on a target receiving and processing method for receiving and processing data. If the terminal determines to use the target receiving and processing method for receiving and processing data, the network device may determine to use a scheduling scheme that matches the target receiving and processing method during data transmission.
[0238] In some embodiments, when the network device determines that the terminal determines on its own or based on the protocol agreement to use the target receiving and processing method to receive and process data, the network device may determine to use a scheduling scheme that matches the target receiving and processing method during data transmission.
[0239] In some embodiments, a scheduling scheme that matches the target receiving processing method is used, including at least one of the following:
[0240] The scheduling scheme uses a modulation and coding scheme (MCS) that matches the target reception processing method of the terminal.
[0241] Use the target receiving processing method of the terminal to match the resource allocation scheme.
[0242] In this embodiment of the disclosure, the network device determines that during data transmission, a scheduling scheme that matches the target receiving and processing method can be used, and an MCS scheduling scheme that matches the target receiving and processing method of the terminal can be used.
[0243] In this embodiment of the disclosure, the network device determines that during data transmission, it uses a scheduling scheme that matches the target receiving and processing method, and can use a resource allocation scheme that matches the target receiving and processing method of the terminal.
[0244] By implementing the embodiments of this disclosure, the terminal can determine the target receiving and processing method for receiving and processing data, so as to avoid the terminal being unable to determine which method to use when there are two processing methods for receiving and processing data. Furthermore, it can also reach an agreement between the terminal and the network device on the method for receiving and processing data, ensuring the accurate execution of the data receiving and processing process and guaranteeing communication quality.
[0245] In some embodiments, the names of information, etc., are not limited to the names described in the embodiments. Terms such as "information", "message", "signal", "signaling", "report", "configuration", "indication", "instruction", "command", "channel", "parameter", "domain", "field", "symbol", "symbol", "codebook", "codeword", "codepoint", "bit", "data", "program", and "chip" can be used interchangeably.
[0246] In some embodiments, the terms "synchronization signal (SS)," "synchronization signal block (SSB)," "reference signal (RS)," "pilot," and "pilot signal" can be used interchangeably.
[0247] In some embodiments, "acquire," "get," "obtain," "receive," "transmit," "bidirectional transmission," and "send and / or receive" can be used interchangeably and can be interpreted as receiving from other entities, acquiring from protocols, acquiring from higher layers, obtaining through self-processing, or autonomous implementation. Protocols include, for example, at least one of the 3GPP protocol, Wi-Fi protocol, and audio and / or video protocols.
[0248] In some embodiments, terms such as “send,” “transmit,” “report,” “distribute,” “transfer,” “bidirectional transmission,” “send and / or receive” can be used interchangeably.
[0249] In some embodiments, terms such as "certain," "preset," "default," "set," "indicated," "a certain," "any," and "first" can be used interchangeably. "Certain A," "preset A," "default A," "set A," "indicated A," "a certain A," "any A," and "first A" can be interpreted as A pre-defined in a protocol or the like, or as A obtained through setting, configuration, or instruction, or as specific A, a certain A, any A, or first A, but are not limited thereto.
[0250] In some embodiments, the determination or judgment can be made by a value represented by 1 bit (0 or 1), or by a true or false value (boolean), or by a comparison of numerical values (e.g., a comparison with a predetermined value), but is not limited thereto.
[0251] The communication method involved in the embodiments of this disclosure may include at least one of S201A to S208A. For example, S201A can be implemented as a standalone embodiment, S202A can be implemented as a standalone embodiment, S203A can be implemented as a standalone embodiment, S204A can be implemented as a standalone embodiment, S205A can be implemented as a standalone embodiment, S206A can be implemented as a standalone embodiment, S207A can be implemented as a standalone embodiment, S208A can be implemented as a standalone embodiment, S206A+S207A can be implemented as a standalone embodiment, S204A+S205A+S206A+S207A can be implemented as a standalone embodiment, and S203A+S205A+S206A+S207A can be implemented as a standalone embodiment. S201A+S202A+S203A+S205A+S206A+S207A can be implemented as an independent embodiment, S206A+S207A+S208A can be implemented as an independent embodiment, S204A+S205A+S206A+S207A+S208A can be implemented as an independent embodiment, S203A+S205A+S206A+S207A+S208A can be implemented as an independent embodiment, and S201A+S202A+S203A+S205A+S206A+S207A+S208A can be implemented as an independent embodiment, but is not limited thereto.
[0252] In some embodiments, S204A and S201A are executed simultaneously or in reverse order, S204A and S202A are executed simultaneously or in reverse order, and S204A and S203A are executed simultaneously or in reverse order.
[0253] In some embodiments, S201A, S202A, S203A, S204A, S205A, S206A, and S208A are optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0254] In some embodiments, S201A, S202A, S203A, S204A, S205A, and S208A are optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0255] In some embodiments, S201A, S202A, S203A, S204A, and S205A are optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0256] In some embodiments, S201A, S202A, and S203A are optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0257] In some embodiments, S204A is optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0258] In some embodiments, S208A is optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0259] In some embodiments, the steps and their optional implementations in other embodiments described before or after this embodiment, as well as other related parts in the specification, can be referred to, and will not be repeated here.
[0260] Figure 2B is an interactive schematic diagram illustrating a data processing method according to an embodiment of the present disclosure. As shown in Figure 2B, the embodiments of the present disclosure relate to a data processing method, which includes:
[0261] S201B, The terminal determines the target receiving and processing method for receiving and processing data.
[0262] The optional implementation of S201B can be found in the optional implementation of S207A in Figure 2A, as well as other related parts in the embodiments involved in Figure 2A, which will not be repeated here.
[0263] In some embodiments, the target receiving processing method is a first method or a second method. The first method is a receiving processing method based on AI, and the second method is a receiving processing method based on non-AI.
[0264] In this embodiment of the disclosure, the first method is a receiving and processing method based on AI. The first method supports performing at least one of the following based on AI: radio frequency signal processing, channel, equalization, demodulation, and channel decoding.
[0265] In some embodiments, the terminal determines the target receiving and processing method for receiving and processing data on its own or based on the agreement.
[0266] In some embodiments, the terminal automatically determines that the target receiving and processing method for receiving and processing data is always the first method.
[0267] S202B, the terminal sends third information to the network device.
[0268] In some embodiments, the network device receives third information sent by the terminal, but is not limited thereto. The network device may also receive third information sent by other entities other than the terminal, in which case S202B can be omitted.
[0269] In some embodiments, the network device obtains third information as defined by the protocol, in which case S202B can be omitted.
[0270] In some embodiments, the network device obtains third information from the upper layer(s), in which case S202B can be omitted.
[0271] In some embodiments, the network device processes the information to obtain third information, in which case S202B can be omitted.
[0272] In some embodiments, the network device autonomously implements the function indicated by the third information, or the above function is a default or default setting, in which case S202B can be omitted.
[0273] In some embodiments, the third information is used to instruct the terminal to receive and process data using the target receiving and processing method.
[0274] In some embodiments, the third information includes an identifier of the target receiving and processing method, such as an identifier of a first method, an identifier of a second method, an identifier of an AI model, etc.
[0275] In some embodiments, when the terminal determines the target receiving and processing method for receiving and processing data, it sends third information to the network device. This allows the terminal and the network device to determine the target receiving and processing method for receiving and processing data, thereby reaching an agreement between the terminal and the network device on the method for receiving and processing data, ensuring the accurate execution of the data receiving and processing process, and guaranteeing communication quality.
[0276] For example, when the terminal determines that an AI model supporting the terminal to receive and process data based on AI is deployed, the terminal sends third information to the network device, the third information being used to instruct the terminal to receive and process data using a first method.
[0277] For example, if the terminal determines that no AI model supporting the terminal's AI-based data reception and processing is deployed, the terminal sends third information to the network device, the third information being used to instruct the terminal to use a second method to receive and process the data.
[0278] For example, if the terminal determines that the current data receiving and processing procedure is suitable for receiving and processing based on AI, it sends third information to the network device. The third information is used to instruct the terminal to use the first method to receive and process the data.
[0279] For example, if the terminal determines that the current data reception and processing procedure is not suitable for AI-based reception and processing, it sends third information to the network device, which instructs the terminal to use a second method to receive and process the data.
[0280] In some embodiments, when a terminal receives an instruction from a network device instructing it to report the method of receiving and processing data, it sends third information to the network device.
[0281] In some embodiments, the terminal may reuse existing signaling or messages to send third information to the network device, or use new signaling or messages to send third information to the network device.
[0282] S203B, the network device determines the scheduling scheme that matches the target receiving and processing method during data transmission.
[0283] The optional implementation of S203B can be found in the optional implementation of S208A in Figure 2A and other related parts in the embodiments involved in Figure 2A, which will not be repeated here.
[0284] The communication method involved in the embodiments of this disclosure may include at least one of S201B to S203B. For example, S201B may be implemented as a standalone embodiment, S202B may be implemented as a standalone embodiment, S203B may be implemented as a standalone embodiment, S201B+S202B may be implemented as a standalone embodiment, and S202B+S203B may be implemented as a standalone embodiment, but is not limited thereto.
[0285] In some embodiments, S202B and S203B are optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0286] In some embodiments, S203B is optional, and one or more of these steps may be omitted or substituted in different embodiments.
[0287] In some embodiments, the steps and their optional implementations in other embodiments described before or after this embodiment, as well as other related parts in the specification, can be referred to, and will not be repeated here.
[0288] Figure 3A is an interactive schematic diagram illustrating a data processing method according to an embodiment of the present disclosure. As shown in Figure 3A, the embodiments of the present disclosure relate to a data processing method, which includes:
[0289] S301A, the target receiving and processing method for the terminal to receive and process data.
[0290] The optional implementation of S301A can be found in the optional implementation of S207A in Figure 2A, as well as other related parts in the embodiments involved in Figure 2A, which will not be repeated here.
[0291] The optional implementation of S301A can be found in the optional implementation of S201B in Figure 2B and other related parts in the embodiments involved in Figure 2B, which will not be repeated here.
[0292] The target receiving and processing method is either the first method or the second method. The first method is a receiving and processing method based on artificial intelligence (AI), and the second method is a receiving and processing method based on non-AI.
[0293] In some embodiments, the first approach supports performing at least one of the following based on AI:
[0294] Radio frequency signal processing;
[0295] Channel;
[0296] balanced;
[0297] demodulation;
[0298] Channel decoding.
[0299] In some embodiments, the terminal determines a target receiving and processing method for receiving and processing data, including: receiving first indication information sent by a network device, wherein the first indication information is used to instruct the terminal to use the target receiving and processing method to receive and process data; and determining the target receiving and processing method for receiving and processing data based on the first indication information.
[0300] In some embodiments, the method further includes: the terminal sending first information to the network device, wherein the first information is used to indicate at least one of the following:
[0301] The terminal supports receiving and processing data using the first method;
[0302] Based on the channel environment, the terminal is suitable to use the first method to receive and process data.
[0303] In some embodiments, the method further includes: the terminal receiving a reference signal sent by the network device; performing reception measurements on the reference signal using a first method and a second method respectively to determine second information; and sending the second information to the network device.
[0304] In some embodiments, the second information includes at least one of the following:
[0305] The first measurement result obtained by receiving and measuring the reference signal using the first method;
[0306] The second measurement result obtained by receiving and measuring the reference signal using the second method;
[0307] The difference between the measurement results of receiving the reference signal using the first and second methods respectively;
[0308] In some embodiments, the method further includes: the terminal sending third information to the network device, wherein the third information is used to instruct the terminal to use a target receiving processing method to receive and process data.
[0309] By implementing this disclosure, the terminal can determine the target receiving and processing method for receiving and processing data, so as to avoid the terminal being unable to determine which method to use when there are two processing methods for receiving and processing data. Furthermore, it can also reach an agreement between the terminal and the network device on the method for receiving and processing data, ensuring the accurate execution of the data receiving and processing process and guaranteeing communication quality.
[0310] In some embodiments, the steps and their optional implementations in other embodiments described before or after this embodiment, as well as other related parts in the specification, can be referred to, and will not be repeated here.
[0311] Figure 3B is an interactive schematic diagram illustrating a data processing method according to an embodiment of the present disclosure. As shown in Figure 3B, the present disclosure relates to a data processing method, which includes:
[0312] S301B, the network device sends the first instruction information to the terminal.
[0313] The optional implementation of S301B can be found in the optional implementation of S206A in Figure 2A and other related parts in the embodiments involved in Figure 2A, which will not be repeated here.
[0314] The first instruction information is used to instruct the terminal to use the target receiving and processing method to receive and process the data, and the first instruction information is used by the terminal to determine the target receiving and processing method for receiving and processing the data.
[0315] The target receiving and processing method is either the first method or the second method. The first method is a receiving and processing method based on AI, and the second method is a receiving and processing method based on non-AI.
[0316] S302B, the terminal determines the target receiving and processing method for receiving and processing data.
[0317] The optional implementation of S302B can be found in the optional implementation of S207A in Figure 2A and other related parts in the embodiments involved in Figure 2A, which will not be repeated here.
[0318] In some embodiments, the steps and their optional implementations in other embodiments described before or after this embodiment, as well as other related parts in the specification, can be referred to, and will not be repeated here.
[0319] To facilitate understanding of the embodiments of this disclosure, an exemplary embodiment is provided.
[0320] In an exemplary embodiment, a method is proposed for how a terminal and a network can collaborate to perform AI / ML-based receiver control.
[0321] (1) In response to the terminal supporting the first data processing mode and the second data processing mode, the terminal determines to use the first mode or the second mode to receive and process the data.
[0322] (2) Based on (1), the first method includes the terminal processing the data using an AI / ML-based method. The second method includes the terminal not processing the data using an AI / ML-based method.
[0323] -The second method mentioned above is the traditional, existing method of data reception and processing;
[0324] - The first approach mentioned above includes using AI / ML models in the radio frequency signal processing unit to correct signal distortion caused by radio frequency devices, or applying AI / ML to the channel estimation module to improve the accuracy of channel estimation, or applying AI / ML to the equalization module to achieve better equalization effect, or applying AI / ML to the demodulation module to achieve more accurate demodulation result, or applying AI / ML to the channel decoding module to achieve more accurate decoding result.
[0325] (3) Based on (1), the network sends a first instruction information to the terminal. The first instruction information is used to instruct or recommend that the terminal use the first or second mode, or in response to the network determining that the terminal switches from the first mode to the second mode, or the second mode switches to the first mode, the network sends the first instruction information.
[0326] (4) Based on (3), before the network sends the first indication information, the terminal sends the second information to the network, the second information being used to indicate one of the following:
[0327] The terminal has the capability to support the first mode;
[0328] Based on the current channel environment, is the first method suitable for the terminal?
[0329] (5) Based on (4), the network side determines whether the terminal uses the first method or the second method based on the second information sent by the terminal and / or the deployment information of the network side.
[0330] (6) Based on (1), in response to the terminal side determining to use the first / second mode, or the terminal determining to switch modes, the terminal sends an indication message to the network.
[0331] (7) Based on (6), based on the terminal's instruction, the network uses a scheduling scheme that matches the first or second method in subsequent data transmission. The scheduling scheme includes the determination of MCS, the determination of resource allocation, etc.
[0332] (8) Based on (1), the method further includes the network sending a reference signal, the terminal measuring and receiving the reference signal using the first method and the second method, and reporting the measurement result and / or the difference between the two to the base station.
[0333] (9) Based on (8), the network determines whether to use the first method or the second method for the terminal based on the terminal's report. The network further determines the scheduling scheme that matches the first method or the second method based on the results reported by the terminal.
[0334] This disclosure also proposes an apparatus (also referred to as a communication device, etc.) for implementing any of the above methods. For example, an apparatus is proposed that includes units or modules for implementing the steps performed by the terminal in any of the above methods. Furthermore, another apparatus is proposed that includes units or modules for implementing the steps performed by a network device (e.g., an access network device, a core network functional node, a core network device, etc.) in any of the above methods.
[0335] It should be understood that the division of units or modules in the above device is only a logical functional division. In actual implementation, they can be fully or partially integrated into a single physical entity, or they can be physically separated. Furthermore, the units or modules in the device can be implemented by a processor calling software: for example, the device includes a processor connected to a memory containing instructions. The processor calls the instructions stored in the memory to implement any of the above methods or to implement the functions of the units or modules in the above device. The processor can be, for example, a general-purpose processor, such as a Central Processing Unit (CPU) or a microprocessor, and the memory can be internal or external to the device. Alternatively, the units or modules in the device can be implemented in the form of hardware circuits. The functionality of some or all of the units or modules can be achieved through the design of these hardware circuits, which can be understood as one or more processors. For example, in one implementation, the hardware circuit is an application-specific integrated circuit (ASIC). The functionality of some or all of the units or modules is achieved through the design of the logical relationships between the components within the circuit. In another implementation, the hardware circuit can be implemented using a programmable logic device (PLD). Taking a field-programmable gate array (FPGA) as an example, it can include a large number of logic gates. The connection relationships between the logic gates are configured through configuration files, thereby achieving the functionality of some or all of the units or modules. All units or modules of the above device can be implemented entirely through processor-called software, entirely through hardware circuits, or partially through processor-called software with the remaining parts implemented through hardware circuits.
[0336] In this embodiment, the processor is a circuit with signal processing capabilities. In one implementation, the processor can be a circuit with instruction read and execute capabilities, such as a Central Processing Unit (CPU), a microprocessor, a graphics processing unit (GPU) (which can be understood as a microprocessor), or a digital signal processor (DSP). In another implementation, the processor can implement certain functions through the logical relationships of hardware circuits. The logical relationships of the aforementioned hardware circuits are fixed or reconfigurable. For example, the processor is a hardware circuit implemented using an application-specific integrated circuit (ASIC) or a programmable logic device (PLD), such as an FPGA. In a reconfigurable hardware circuit, the process of the processor loading a configuration document and configuring the hardware circuit can be understood as the process of the processor loading instructions to implement the functions of some or all of the above units or modules. Furthermore, it can also be a hardware circuit designed for artificial intelligence, which can be understood as an ASIC, such as a Neural Network Processing Unit (NPU), a Tensor Processing Unit (TPU), or a Deep Learning Processing Unit (DPU).
[0337] Figure 4A is a schematic diagram of the structure of a terminal proposed in an embodiment of this disclosure. As shown in Figure 4A, the terminal 101 may include at least one of a transceiver module 1011, a processing module 1012, etc.
[0338] In some embodiments, the processing module 1012 is used to determine a target receiving and processing method for receiving and processing data, wherein the target receiving and processing method is a first method or a second method, the first method is a receiving and processing method based on artificial intelligence (AI), and the second method is a receiving and processing method based on non-AI.
[0339] Optionally, the transceiver module 1011 is used to perform at least one of the communication steps such as sending and / or receiving performed by the terminal 101 in any of the above methods (e.g., the communication steps such as sending and / or receiving performed by the terminal in S201A to S208A, S201B to S203B, S301A, S301B to S302B, but not limited thereto), which will not be elaborated here. Optionally, the processing module 1012 is used to perform at least one of the other steps performed by the terminal 101 in any of the above methods (e.g., other steps besides the communication steps such as sending and / or receiving performed by the terminal in S201A to S208A, S201B to S203B, S301A, S301B to S302B, but not limited thereto), which will not be elaborated here.
[0340] In some embodiments, the transceiver module may include a sending module and / or a receiving module, which may be separate or integrated together.
[0341] In some embodiments, the processing module may be a single module or may include multiple sub-modules. Optionally, the multiple sub-modules may each perform all or part of the steps required by the processing module.
[0342] In some embodiments, the processing module can be interchanged with the processor, and the transceiver module can be interchanged with the transceiver.
[0343] Figure 4B is a schematic diagram of the structure of a network device proposed in an embodiment of this disclosure. As shown in Figure 4B, the network device 102 may include at least one of a transceiver module 1021, a processing module 1022, etc.
[0344] In some embodiments, the transceiver module 1021 is configured to send first instruction information to the terminal, wherein the first instruction information is configured to instruct the terminal to use a target receiving and processing method to receive and process data, and the first instruction information is configured for the terminal to determine the target receiving and processing method for receiving and processing data; or to receive third information sent by the terminal, wherein the third information is sent when the terminal determines the target receiving and processing method for receiving and processing data, and the third information is configured to instruct the terminal to use the target receiving and processing method to receive and process data; wherein the target receiving and processing method is a first method or a second method, the first method is a receiving and processing method based on AI, and the second method is a receiving and processing method based on non-AI.
[0345] Optionally, the transceiver module 1021 is used to perform at least one of the communication steps such as sending and / or receiving performed by the network device 102 in any of the above methods (e.g., the communication steps such as sending and / or receiving performed by the network device in S201A to S208A, S201B to S203B, S301A, S301B to S302B, but not limited thereto), which will not be elaborated here. Optionally, the processing module 1022 is used to perform at least one of the other steps performed by the network device 102 in any of the above methods (e.g., other steps besides the communication steps such as sending and / or receiving performed by the network device in S201A to S208A, S201B to S203B, S301A, S301B to S302B, but not limited thereto), which will not be elaborated here.
[0346] In some embodiments, the transceiver module may include a sending module and / or a receiving module, which may be separate or integrated together.
[0347] In some embodiments, the processing module may be a single module or may include multiple sub-modules. Optionally, the multiple sub-modules may each perform all or part of the steps required by the processing module.
[0348] In some embodiments, the processing module can be interchanged with the processor, and the transceiver module can be interchanged with the transceiver.
[0349] Figure 5A is a schematic diagram of the structure of the communication device 5100 proposed in an embodiment of this disclosure. The communication device 5100 can be a network device (e.g., access network device, core network device, etc.), a terminal (e.g., user equipment, etc.), a chip, chip system, or processor that supports the network device in implementing any of the above methods, or a chip, chip system, or processor that supports the terminal in implementing any of the above methods. The communication device 5100 can be used to implement the methods described in the above method embodiments; for details, please refer to the descriptions in the above method embodiments.
[0350] As shown in Figure 5A, the communication device 5100 is used to execute any of the above methods. In some embodiments, the communication device 5100 includes one or more processors 5101. The processor 5101 may be a general-purpose processor or a special-purpose processor, such as a baseband processor or a central processing unit. The baseband processor may be used to process communication protocols and communication data, and the central processing unit may be used to control communication devices (e.g., base stations, baseband chips, terminals, terminal chips, DUs or CUs, etc.), execute programs, and process program data. Optionally, the communication device 5100 is used to execute any of the above methods. Optionally, one or more processors 5101 are used to invoke instructions to cause the communication device 5100 to execute any of the above methods.
[0351] In some embodiments, the communication device 5100 further includes one or more transceivers 5102. When the communication device 5100 includes one or more transceivers 5102, the transceiver 5102 performs at least one of the communication steps such as sending and / or receiving in the above-described method (e.g., the sending and / or receiving steps in S201A-S208A, S201B-S203B, S301A, S301B-S302B, but not limited thereto), and the processor 5101 performs at least one of other steps (e.g., steps other than sending and / or receiving in S201A-S208A, S201B-S203B, S301A, S301B-S302B, but not limited thereto). In optional embodiments, the transceiver may include a receiver and / or a transmitter, which may be separate or integrated together. Optionally, terms such as transceiver, transceiver unit, transceiver, transceiver circuit, interface circuit, and interface can be used interchangeably; terms such as transmitter, transmitter unit, transmitter, and transmitter circuit can be used interchangeably; and terms such as receiver, receiver unit, receiver, and receiver circuit can be used interchangeably.
[0352] In some embodiments, the communication device 5100 further includes one or more memories 5103 for storing data and / or instructions. Optionally, one or more processors 5101 are used to invoke instructions stored in the memory 5103 to cause the communication device 5100 to perform any of the above methods. Optionally, all or part of the memory 5103 may also be located outside the communication device 5100. In an optional embodiment, the communication device 5100 may include one or more interface circuits 5104. Optionally, the interface circuit 5104 is connected to the memory 5103 and can be used to receive data and / or instructions from the memory 5103 or other devices, and can be used to send data and / or instructions to the memory 5103 or other devices. For example, the interface circuit 5104 can read data and / or instructions stored in the memory 5103 and send the data and / or instructions to the processor 5101.
[0353] The communication device 5100 described in the above embodiments may be a network device or a terminal, but the scope of the communication device 5100 described in this disclosure is not limited thereto, and the structure of the communication device 5100 may not be limited by FIG. 5A. The communication device may be a standalone device or may be part of a larger device. For example, the communication device may be: (1) a standalone integrated circuit IC, or chip, or chip system or subsystem; (2) a collection of one or more ICs, optionally, the IC collection may also include storage components for storing data, programs and / or instructions; (3) an ASIC, such as a modem; (4) a module that can be embedded in other devices; (5) a receiver, terminal, smart terminal, cellular phone, wireless device, handheld device, mobile unit, vehicle device, network device, cloud device, artificial intelligence device, etc.; (6) others, etc.
[0354] Figure 5B is a schematic diagram of the structure of chip 5200 according to an embodiment of this disclosure. For cases where the communication device 5100 can be a chip or a chip system, please refer to the schematic diagram of chip 5200 shown in Figure 5B, but it is not limited thereto.
[0355] Chip 5200 includes one or more processors 5201. Chip 5200 is used to perform any of the methods described above.
[0356] In some embodiments, chip 5200 further includes one or more interface circuits 5202. Optionally, terms such as interface circuit, interface, and transceiver pin can be used interchangeably. In some embodiments, chip 5200 further includes one or more memories 5203 for storing data and / or instructions. Optionally, all or part of the memories 5203 may be located outside of chip 5200. Optionally, the interface circuit 5202 is connected to the memories 5203, and the interface circuit 5202 can be used to receive data and / or instructions from the memories 5203 or other devices, and the interface circuit 5202 can be used to send data and / or instructions to the memories 5203 or other devices. For example, the interface circuit 5202 can read data and / or instructions stored in the memories 5203 and send the data and / or instructions to the processor 5201.
[0357] In some embodiments, the interface circuit 5202 performs at least one of the communication steps such as sending and / or receiving in the above-described method (e.g., the sending and / or receiving steps in S201A-S208A, S201B-S203B, S301A, S301B-S302B, but not limited thereto). The interface circuit 5202 performing the communication steps such as sending and / or receiving in the above-described method refers, for example, to the interface circuit 5202 performing data and / or instruction interaction between the processor 5201, chip 5200, memory 5203, or transceiver device. In some embodiments, the processor 5201 performs at least one of other steps (e.g., steps other than sending and / or receiving in S201A-S208A, S201B-S203B, S301A, S301B-S302B, but not limited thereto).
[0358] The modules and / or devices described in the various embodiments, such as virtual devices, physical devices, and chips, can be combined or separated arbitrarily as needed. Optionally, some or all steps can also be performed collaboratively by multiple modules and / or devices, which is not limited here.
[0359] This disclosure also proposes a storage medium storing instructions that, when executed on a communication device, cause the communication device to perform any of the above methods. Optionally, the storage medium is an electronic storage medium. Optionally, the storage medium is a computer-readable storage medium, but not limited thereto; it may also be a storage medium readable by other devices. Optionally, the storage medium may be a non-transitory storage medium, but not limited thereto; it may also be a temporary storage medium.
[0360] This disclosure also proposes a program product, including a program and / or instructions, which, when executed by a communication device, cause the communication device to perform any of the above methods. Optionally, the program product is a computer program product. Optionally, the program product is stored on the storage medium.
[0361] This disclosure also proposes a computer program that, when run on a computer, causes the computer to perform any of the above methods.
[0362] Those skilled in the art will recognize that the units and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of this disclosure.
[0363] Those skilled in the art will understand that, for the sake of convenience and brevity, the specific working processes of the systems, devices, and units described above can be referred to the corresponding processes in the foregoing method embodiments, and will not be repeated here.
[0364] The above description is merely a specific embodiment of this disclosure, but the scope of protection of this disclosure is not limited thereto. Any variations or substitutions that can be easily conceived by those skilled in the art within the scope of the technology disclosed in this disclosure should be included within the scope of protection of this disclosure. Therefore, the scope of protection of this disclosure should be determined by the scope of the claims.
Claims
1. A data processing method, characterized in that, The method is executed by a terminal and includes: A target receiving and processing method for receiving and processing data is determined, wherein the target receiving and processing method is a first method or a second method, the first method is a receiving and processing method based on artificial intelligence (AI), and the second method is a receiving and processing method based on non-AI.
2. The method as described in claim 1, characterized in that, The first method supports performing at least one of the following based on AI: Radio frequency signal processing; Channel estimation; balanced; demodulation; Channel decoding.
3. The method as described in claim 1 or 2, characterized in that, The determination of the target receiving and processing method for receiving and processing data includes: The terminal receives a first indication message sent by a network device, wherein the first indication message is used to instruct the terminal to use the target receiving and processing method to receive and process data; Based on the first instruction information, the target receiving and processing method for receiving and processing data is determined.
4. The method according to any one of claims 1 to 3, characterized in that, The method further includes: Sending first information to a network device, wherein the first information is used to indicate at least one of the following: The terminal supports receiving and processing data using the first method; Based on the channel environment, the terminal is suitable for using the first method to receive and process data.
5. The method according to any one of claims 1 to 4, characterized in that, The method further includes: Receive reference signals sent by network devices; The reference signal is received and measured using the first method and the second method respectively to determine the second information; The second information is sent to the network device.
6. The method as described in claim 5, characterized in that, The second information includes at least one of the following: A first measurement result obtained by receiving the reference signal using the first method; The second measurement result obtained by receiving the reference signal using the second method; The difference between the measurement results of receiving the reference signal using the first method and the second method, respectively.
7. The method as described in claim 1 or 2, characterized in that, The method further includes: Send a third message to the network device, wherein the third message is used to instruct the terminal to use the target receiving and processing method to receive and process data.
8. A data processing method, characterized in that, The method is executed by a network device and includes: Send a first indication message to the terminal, wherein the first indication message is used to instruct the terminal to use a target receiving and processing method to receive and process data, and the first indication message is used by the terminal to determine the target receiving and processing method for receiving and processing data; or The receiving terminal sends a third message, wherein the third message is sent when the terminal determines a target receiving and processing method for receiving and processing data, and the third message is used to instruct the terminal to use the target receiving and processing method to receive and process data. The target receiving and processing method is either a first method or a second method. The first method is a receiving and processing method based on artificial intelligence (AI), and the second method is a receiving and processing method based on non-AI.
9. The method as described in claim 8, characterized in that, The first method supports performing at least one of the following based on AI: Radio frequency signal processing; Channel estimation; balanced; demodulation; Channel decoding.
10. The method as described in claim 8 or 9, characterized in that, The method further includes: Receive first information sent by the terminal, wherein the first information is used to indicate at least one of the following: The terminal supports receiving and processing data using the first method; Based on the channel environment, the terminal is suitable for using the first method to receive and process data.
11. The method as described in claim 10, characterized in that, The method further includes: The first indication information is determined based on at least one of the first information and the deployment information of the network device.
12. The method according to any one of claims 8 to 11, characterized in that, The method further includes: Send a reference signal to the terminal; The terminal receives second information, wherein the second information is determined by the terminal through receiving and measuring the reference signal using the first method and the second method respectively.
13. The method as described in claim 12, characterized in that, The second information includes at least one of the following: A first measurement result obtained by receiving the reference signal using the first method; The second measurement result obtained by receiving the reference signal using the second method; The difference between the measurement results of receiving the reference signal using the first method and the second method, respectively.
14. The method as described in claim 12 or 13, characterized in that, The method further includes: Based on the second information, the first instruction information is determined.
15. The method as described in claim 8 or 9, characterized in that, The method further includes: Based on the third information, a scheduling scheme that matches the target receiving and processing method is determined to be used during data transmission.
16. The method as described in claim 15, characterized in that, The scheduling scheme that matches the target receiving and processing method includes at least one of the following: Use an MCS scheduling scheme that matches the target receiving processing method of the terminal; Use a resource allocation scheme that matches the target receiving processing method of the terminal.
17. A communication device, characterized in that, The communication device is used to perform the method according to any one of claims 1 to 7, 8 to 16.
18. A communication system, characterized in that, The device includes a terminal and a network device, wherein the terminal is configured to implement the method of any one of claims 1 to 7, and the network device is configured to implement the method of any one of claims 8 to 16.
19. A storage medium storing instructions, characterized in that, When the instructions are executed on the communication device, the communication device performs the method as described in any one of claims 1 to 7, 8 to 16.
20. A program product comprising at least one of a program and instructions, characterized in that, When at least one of the programs or instructions is executed by the communication device, it implements the method of any one of claims 1 to 7, 8 to 16.