Access network system including enhanced user plane and control plane

Abstract

The invention provides an access network system comprising an enhanced user plane and a control plane. The system comprises the control plane and the user plane, the control plane comprises a communication service connection control module and an artificial intelligence service connection control module; the user plane comprises a communication service data transmission module and an artificial intelligence service data transmission module; the communication service connection control module is used for transmitting a signaling message corresponding to the communication service; the artificial intelligence service connection control module is used for transmitting a signaling message corresponding to the artificial intelligence service; the communication service data transmission module is used for transmitting communication data corresponding to the communication service; and the artificial intelligence service data transmission module is used for transmitting communication data corresponding to the artificial intelligence service. According to the embodiment of the invention, the signaling and the data for transmitting different services are transmitted respectively, so that corresponding connection control and data transmission support can be provided for the artificial intelligence service in a targeted manner, and the data corresponding to the artificial intelligence service can be transmitted efficiently.

Description

Technical Field

[0001] The present disclosure relates to the field of communication technology, and in particular to an access network system including an enhanced user plane and a control plane. Background Art

[0002] In the existing 5G network, the access network side base station is divided into the control plane and the user plane to support user communication connections and data forwarding.

[0003] With the development and popularization of artificial intelligence technology, artificial intelligence-related applications are becoming more and more extensive. Access network-side base stations not only need to support users' communication connections and data forwarding, but also need to transmit data corresponding to artificial intelligence services.

[0004] The data supporting AI-related applications and the data processed by AI-related applications involve large data volumes in various business stages, and people have high requirements for instant responses to AI-related applications. As a result, the existing 5G network cannot efficiently transmit the data corresponding to AI services. Summary of the invention

[0005] The present disclosure proposes an access network system including an enhanced user plane and a control plane to solve the technical problem that the existing 5G network cannot efficiently transmit data corresponding to artificial intelligence services.

[0006] The first aspect of the present disclosure provides an access network system including an enhanced user plane and a control plane, the system including:

[0007] Control plane and user plane;

[0008] The control plane includes: a communication service connection control module and an artificial intelligence service connection control module;

[0009] The user plane includes: a communication service data transmission module and an artificial intelligence service data transmission module;

[0010] The communication service connection control module is used to transmit signaling messages corresponding to the communication service;

[0011] The artificial intelligence service connection control module is used to transmit signaling messages corresponding to the artificial intelligence service;

[0012] The communication service data transmission module is used to transmit communication data corresponding to the communication service;

[0013] The artificial intelligence service data transmission module is used to transmit communication data corresponding to the artificial intelligence service.

[0014] An embodiment of a second aspect of the present disclosure provides a data transmission method, which is applied to the access network system including an enhanced user plane and a control plane as described in the first aspect, including:

[0015] Receiving communication signaling or communication data;

[0016] Determine the service to which the communication signaling belongs or the service to which the communication data belongs based on the communication signaling identifier of the communication signaling or the communication data identifier of the communication data;

[0017] When it is determined that the service to which the communication signaling belongs is an artificial intelligence service, the communication signaling is transmitted using an artificial intelligence service connection control module;

[0018] When it is determined that the service to which the communication data belongs is the artificial intelligence service, the communication data is transmitted using an artificial intelligence service data transmission module.

[0019] An embodiment of a third aspect of the present disclosure provides a data transmission device, which is applied to the access network system including an enhanced user plane and a control plane as described in the first aspect, and the device includes:

[0020] A receiving unit, used to receive communication signaling or communication data;

[0021] A determination unit, configured to determine the service to which the communication signaling belongs or the service to which the communication data belongs based on the communication signaling identifier of the communication signaling or the communication data identifier of the communication data;

[0022] A transmission unit, configured to transmit the communication signaling by using an artificial intelligence service connection control module when it is determined that the service to which the communication signaling belongs is an artificial intelligence service;

[0023] The transmission unit is further configured to transmit the communication data using an artificial intelligence service data transmission module when it is determined that the service to which the communication data belongs is the artificial intelligence service.

[0024] An embodiment of a fourth aspect of the present disclosure provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the computer program to implement the method described in the second aspect above.

[0025] An embodiment of the fifth aspect of the present disclosure provides a computer-readable storage medium on which a computer program is stored, and the program is executed by a processor to implement the method described in the second aspect.

[0026] The technical solution provided in the embodiments of the present disclosure has at least the following technical effects or advantages:

[0027] The system includes: a control plane and a user plane; the control plane includes: a communication service connection control module and an artificial intelligence service connection control module; the user plane includes: a communication service data transmission module and an artificial intelligence service data transmission module; the communication service connection control module is used to transmit signaling messages corresponding to the communication service; the artificial intelligence service connection control module is used to transmit signaling messages corresponding to the artificial intelligence service; the communication service data transmission module is used to transmit communication data corresponding to the communication service; the artificial intelligence service data transmission module is used to transmit communication data corresponding to the artificial intelligence service. The embodiment of the present application transmits the signaling and data of different services separately, thereby providing corresponding connection control and data transmission support for the artificial intelligence service in a targeted manner, so as to efficiently transmit the data corresponding to the artificial intelligence service.

[0028] Additional aspects and advantages of the present disclosure will be given in part in the following description and in part will become apparent from the following description or be learned through practice of the present disclosure. BRIEF DESCRIPTION OF THE DRAWINGS

[0029] By reading the detailed description of the preferred embodiment below, various other advantages and benefits will become clear to those of ordinary skill in the art. The accompanying drawings are only used for the purpose of illustrating the preferred embodiment and are not considered to be limitations of the present disclosure. In addition, the same reference symbols are used to represent the same components throughout the accompanying drawings.

[0030] In the attached picture:

[0031] Figure 1 A schematic diagram of an access network system including an enhanced user plane and a control plane provided by an embodiment of the present disclosure is shown;

[0032] Figure 2 A schematic diagram of an access network system including an enhanced user plane and a control plane provided by an embodiment of the present disclosure is shown;

[0033] Figure 3 A flow chart of a data transmission method provided by an embodiment of the present disclosure is shown;

[0034] Figure 4 A schematic diagram of an exchange of a data transmission method provided by an embodiment of the present disclosure is shown;

[0035] Figure 5 A schematic diagram of a scenario showing another data transmission method provided by an embodiment of the present disclosure;

[0036] Figure 6 A schematic diagram showing the structure of a device for transmitting business data provided by an embodiment of the present disclosure is shown;

[0037] Figure 7A schematic diagram of the structure of an electronic device provided by an embodiment of the present disclosure is shown;

[0038] Figure 8 A schematic diagram of a storage medium provided by an embodiment of the present disclosure is shown. DETAILED DESCRIPTION

[0039] The exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although the exemplary embodiments of the present disclosure are shown in the accompanying drawings, it should be understood that the present disclosure can be implemented in various forms and should not be limited by the embodiments described herein. On the contrary, these embodiments are provided in order to enable a more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0040] It should be noted that, unless otherwise specified, the technical terms or scientific terms used in the present disclosure should have the common meanings understood by those skilled in the art to which the present disclosure belongs.

[0041] Following the above background technology, the development of artificial intelligence (AI) technology has penetrated into various industries, bringing disruptive changes and huge potential. AI technology has not only promoted innovations in the fields of autonomous driving, intelligent manufacturing, medical diagnosis, etc., but also triggered new requirements for communication network performance. Traditional communication networks are mainly designed to meet the communication needs of human users, while the services corresponding to AI technology need to transmit and process large amounts of data, especially with stringent requirements in terms of real-time performance and high reliability.

[0042] In the existing 5G network, the base station on the access network side is divided into the control plane and the user plane to support the user's communication connection and data forwarding. However, with the large-scale emergence of AI technology, users have the demand for AI services, and the disadvantages of the traditional access network architecture have begun to emerge. The characteristics of AI services are large data scale and high computing power requirements. The traditional access network lacks the distinction and computing power support for AI services, making it impossible to guarantee the service needs of a large number of users with AI technology-related services. Specifically, AI technology-related services require the transmission and processing of massive amounts of data, which usually include training data, real-time inference data, and model update data. The traditional 5G access network is designed mainly to meet the communication needs of ordinary consumers, and lacks optimization for high-throughput and low-latency AI tasks.

[0043] For example, in terms of data transmission, due to the huge amount of data generated and consumed by the application of AI technology, existing network bandwidth resources are easily exhausted quickly, resulting in transmission bottlenecks. Moreover, AI services are sensitive to latency, especially in real-time reasoning scenarios, where a small delay may lead to a significant drop in performance. In terms of computing power support, access network-side base stations are usually equipped with limited computing resources and cannot efficiently handle complex AI service-related computing tasks.

[0044] In view of this, the embodiment of the present disclosure proposes an access network system including an enhanced user plane and a control plane, the system including: a control plane and a user plane; the control plane includes: a communication service connection control module and an artificial intelligence service connection control module; the user plane includes: a communication service data transmission module and an artificial intelligence service data transmission module; the communication service connection control module is used to transmit signaling messages corresponding to the communication service; the artificial intelligence service connection control module is used to transmit signaling messages corresponding to the artificial intelligence service; the communication service data transmission module is used to transmit communication data corresponding to the communication service; the artificial intelligence service data transmission module is used to transmit communication data corresponding to the artificial intelligence service. The embodiment of the present application transmits the signaling and data of different services separately, so as to provide corresponding connection control and data transmission support for the artificial intelligence service in a targeted manner, so as to efficiently transmit the data corresponding to the artificial intelligence service.

[0045] In order to describe the access network system including the enhanced user plane and control plane in detail, Figure 1 A schematic structural diagram of an access network system including an enhanced user plane and a control plane according to an embodiment of the present application is shown.

[0046] like Figure 1 As shown, the system includes:

[0047] Control plane and user plane;

[0048] The control plane includes: a communication service connection control module and an artificial intelligence service connection control module;

[0049] The user plane includes: a communication service data transmission module and an artificial intelligence service data transmission module;

[0050] The communication service connection control module is used to transmit signaling messages corresponding to the communication service;

[0051] The artificial intelligence service connection control module is used to transmit signaling messages corresponding to the artificial intelligence service;

[0052] The communication service data transmission module is used to transmit the communication data corresponding to the communication service;

[0053] The artificial intelligence business data transmission module is used to transmit the communication data corresponding to the artificial intelligence business.

[0054] The access side of the base station is divided into the user plane and the control plane. The user plane is mainly responsible for the actual data transmission. It handles the flow of user data, from the terminal device to the base station, and then to the data packet transmission between the user plane functions of the core network. The control plane is responsible for managing and controlling the connection, resources and mobility of the network, and processing signaling messages and control information. Its functions cover connection management, mobility management, resource allocation and security management, including user equipment access, registration, authentication, session establishment and release, switching, location update, and scheduling and allocation of wireless resources to ensure efficient use of network resources and communication security.

[0055] The collaborative work of the user plane and the control plane in the 5G access network is the key to achieving efficient data transmission and flexible network management. The control plane signaling determines the path, resource allocation and priority setting of the user plane data transmission, monitors the network status in real time, and dynamically adjusts the parameters of the user plane data transmission as needed, such as bandwidth allocation, path selection, etc. At the same time, the security of user plane data transmission is ensured through user identity authentication and data encryption settings. The separation architecture brings flexibility, allowing the user plane and control plane to be independently expanded and optimized to adapt to different application scenarios and business needs, improve data transmission efficiency, and improve network reliability and stability through fault isolation and rapid recovery.

[0056] In summary, the control plane is used to transmit service signaling, and the user plane is used to transmit service data.

[0057] like Figure 2 As shown, the specialized AI service-related modules can be located on the user plane and control plane of the base station respectively. On the basis of the original functions of the user plane and the control plane, corresponding enhanced user plane and enhanced control plane are added respectively, that is, the artificial intelligence service connection control module and the artificial intelligence service data transmission module in the present disclosure.

[0058] In the embodiment of the present application, the signaling messages corresponding to the communication service are transmitted through the communication service connection control module; the artificial intelligence service connection control module transmits the signaling messages corresponding to the artificial intelligence service; the communication service data transmission module is used to transmit the communication data corresponding to the communication service; the artificial intelligence service data transmission module transmits the communication data corresponding to the artificial intelligence service, so that the artificial intelligence service connection control module and the artificial intelligence service data transmission module can be specifically designed to transmit the data corresponding to the artificial intelligence service, so as to realize the efficient transmission of the data corresponding to the artificial intelligence service.

[0059] In some embodiments, the communication connection control module includes: a communication service signaling bearer located at a transport network layer and a first application protocol located at a radio network layer;

[0060] The artificial intelligence service connection control module includes: an artificial intelligence service signaling bearer located at the transmission network layer and a second application protocol located at the wireless network layer;

[0061] The communication service data transmission module includes: a communication service data bearer located at the transmission network layer and a third application protocol located at the wireless network layer;

[0062] The artificial intelligence service data transmission module includes: an artificial intelligence service data bearer located at the transmission network layer and a fourth application protocol located at the wireless network layer.

[0063] like Figure 3 The diagram shows the architecture of the enhanced user plane and enhanced control plane. Aiming at AI services, the enhanced-Control Plane (e-CP) and enhanced-User Plane (e-UP) signaling and data bearing designs are carried out based on the 6G-RAN (Radio Access Network, interface protocol is a series of standards and specifications for communication between different network components in wireless communication networks) interface protocol model. The design of the 6G-RAN logical interface and its protocol inherits many principles of the NG-RAN interface and protocol design. For example, the 6G-RAN interface follows a layered protocol design, including a radio network layer (between base stations) and a transport network layer (connecting to the core network or the Internet, etc.). The communication function of the 6G-RAN interface is implemented in the radio network layer, and the transport network layer adopts existing mature transmission technologies to achieve the separation of bearer and control. Among them, the enhanced user plane is responsible for transmitting user data, and the enhanced control plane is responsible for controlling PDU sessions and the connection between UE and the network.

[0064] Among them, the communication service signaling bearer is used to transmit the signaling messages corresponding to the communication service;

[0065] The AI ​​service signaling bearer is used to transmit signaling messages corresponding to AI services;

[0066] The communication service data bearer is used to transmit the communication data corresponding to the communication service;

[0067] The communication service data bearer is used to transmit the communication data corresponding to the artificial intelligence service.

[0068] Among them, the signaling message corresponding to the artificial intelligence service includes transmission of artificial intelligence decision information, environmental information report information and first model parameters.

[0069] The communication data corresponding to the artificial intelligence service includes training data and second model parameters corresponding to the artificial intelligence service.

[0070] Among them, the artificial intelligence decision information can be the execution action information of the model, and the environmental information report information can include: the environmental information report information of the base station includes the name and contact information of the monitoring unit, the division of the monitoring area, the specifications based on the monitoring, and the monitoring results, etc. The first model parameter can be the parameter corresponding to the model with a smaller amount of data.

[0071] The second model parameter may be a parameter corresponding to a model with a larger amount of data.

[0072] In the signaling bearer in the control plane of the transmission network layer, an AI service signaling bearer has been added. For execution actions in AI, such as instructions for mobilizing / deploying / inference / compression / pruning / quantization / security of models, or specific operations such as data compression / privacy removal / data enhancement, more accurate and different priority signaling transmissions are required to ensure the smooth progress of AI services. In the data bearer in the user plane of the transmission network layer, an AI service data bearer has been added. It is used to transmit the massive data required by AI, such as gradient information for model updates, model inference results, and massive parameters of future large models themselves.

[0073] The embodiments of the present application can implement reasoning and training operations on the model on local devices such as base stations through instructions such as mobilization / deployment / inference / compression / pruning / quantization / security of the model.

[0074] In some embodiments, the user plane further includes: a first differentiation module, and the control plane further includes: a second differentiation module;

[0075] The first distinguishing module is used to distinguish the service to which the communication data belongs based on the communication data identifier transmitted by the access network system including the enhanced user plane and the control plane;

[0076] The second distinguishing module is used to distinguish the services to which the communication signaling belongs based on the communication signaling identifier transmitted by the access network system including the enhanced user plane and the control plane.

[0077] Among them, the communication data identifier may include an identifier related to the AI ​​service and an identifier related to the communication service.

[0078] Exemplarily, the artificial intelligence service identifier is used to distinguish different AI service scenarios in order to select the correct processing logic and data transmission module. A mapping table or strategy can be pre-built inside the base station to map different artificial intelligence service identifiers to corresponding artificial intelligence service data transmission modules. According to the artificial intelligence service identifier, the corresponding data transmission module is searched and selected in the mapping table or strategy. According to the requirements of the selected data transmission module, the data to be transmitted is subjected to necessary preprocessing (such as format conversion, encryption, etc.). The preprocessed data is transmitted to the target location through the selected data transmission module. For example, communication between third-party services, internal databases, or other terminal devices. After the data transmission is completed, a feedback message is sent to the terminal device to inform the result of the data transmission (such as success, failure, partial success, etc.). Throughout the process, detailed log information can also be recorded for subsequent monitoring, auditing, and troubleshooting.

[0079] In some embodiments, Figure 3 A data transmission method provided by an embodiment of the present disclosure is shown. The method is applied to Figure 1 The access network system including the enhanced user plane and control plane shown in the figure, the data transmission method of the embodiment of the present disclosure may include the following steps:

[0080] S31. Receive communication signaling or communication data.

[0081] The communication signaling or communication data may be sent by a base station or a user terminal.

[0082] S32. Determine the service to which the communication signaling belongs or the service to which the communication data belongs based on the communication signaling identifier of the communication signaling or the communication data identifier of the communication data.

[0083] S33. When it is determined that the service to which the communication signaling belongs is an artificial intelligence service, the communication signaling is transmitted using the artificial intelligence service connection control module.

[0084] S34: When it is determined that the service to which the communication data belongs is an artificial intelligence service, the communication data is transmitted using an artificial intelligence service data transmission module.

[0085] The above data transmission method and the access network system including the enhanced user plane and the control plane can be used to implement functions such as random access and mobility management. Exemplarily, when a mobile device is connected to the network for the first time, switches from one cell to another, or disconnects and reconnects due to signal problems or other reasons, an access request is triggered, and the corresponding access request is an initial access request.

[0086] The initial access request can be a random access, where random access refers to a user accessing the network or transmitting data by sending a request without pre-allocated resources. In a wireless communication system, multiple users may try to send data or requests at the same frequency or time interval at the same time, which requires a mechanism to effectively handle conflicts and ensure the rational allocation and utilization of resources. Random access is widely used in various wireless communication technologies, including wireless local area networks (Wi-Fi), cellular networks, and the Internet of Things (IoT). Wi-Fi networks usually use the CSMA / CA protocol for random access, while cellular networks use random access protocols (such as RA-PRACH) to handle the situation where a large number of mobile devices try to access the base station at the same time to ensure fairness and efficiency in resource allocation.

[0087] In order to effectively manage random access, communication systems use a variety of protocols and technologies, including ALOHA, CSMA / CA, and RA-PRACH. The random access process generally includes the steps of triggering, selecting a random access channel, sending signaling, contention and conflict detection, and access confirmation. When a user device needs to send data or request access to the network, it triggers the random access process, selects a preset random access channel according to the protocol, and sends signaling. Multiple devices selecting the same channel at the same time may cause collisions. The communication system handles this situation through collision avoidance and retransmission mechanisms, and finally confirms the access request and allocates resources to the device to complete data transmission or network access.

[0088] Specifically, the mobile device selects a preamble from all accessible channels, where the preamble (preamble format, root sequence number, frequency resources, time resources, etc.) is a specific sequence sent on the physical random access channel (PRACH). In 5GNR, the preamble is sent on the corresponding channel PRACH resource. The mobile device sends the selected random access preamble on the specified PRACH resource.

[0089] Exemplarily, after receiving the random access preamble, the base station establishes a connection with the mobile device. Specifically, the base station sends a random access response (RAR) on the downlink shared channel (DL-SCH). The mobile device receives the random access response RAR and sends an enhanced RRC connection request message based on the uplink grant in the RAR. This message is contained on the uplink shared channel (UL-SCH) and typically includes the identification information of the mobile device (such as S-TMSI or temporary ID) and AI service-related signaling and data.

[0090] If AI-related signaling and data are included, the artificial intelligence service connection module is called to send a connection setting message to the mobile device. The artificial intelligence service connection module is specifically responsible for connecting devices related to AI services, avoiding channel preemption with ordinary communication services, and solving the problem that the channels and other performance of ordinary communication services cannot meet the usage requirements of AI services.

[0091] For example, Figure 4 As shown in FIG. 1 , it is a schematic diagram of the access interaction process between the base station and the terminal device when implementing the random access function. Figure 5 As shown, it is a schematic diagram of the scenario in which the base station interacts with the terminal device, wherein the terminal device may include multiple ones, and the data included in the terminal device may include ordinary communication service data and artificial intelligence service data. When the terminal device accesses the network for the first time, or the terminal device is a mobile device and switches from one place to another, it needs to re-access the network, and the access network instruction is triggered. A preamble is selected from all accessible channels, wherein the preamble is sent on the corresponding channel PRACH resource. The terminal device sends the selected random access preamble on the specified PRACH resource.

[0092] After receiving the random access preamble, the base station sends a random access response (RAR) on the downlink shared channel (DL-SCH). The mobile device receives the RAR and sends an enhanced RRC connection request message based on the uplink grant in the RAR. This message is contained in the uplink shared channel (UL-SCH) and usually includes the identification information of the mobile device (such as S-TMSI or temporary ID) and AI service-related signaling and data.

[0093] Exemplarily, after receiving the enhanced RRC connection request, the base station will send an RRC connection setup message on the DL-SCH for traditional communication access. The relevant parameters of the AI ​​model in the signaling will be handled by the AI ​​signaling bearer and data bearer unit of the enhanced user plane and control plane. After that, the base station sends an enhanced RRC connection setup message, which instructs the mobile device how to configure its radio resource control (RRC) connection, and can also include specific configurations based on AI business requirements.

[0094] Exemplarily, after receiving the RRC connection setup message, the mobile device sends an RRC connection setup complete message to confirm that it has been configured as instructed. The configuration content may include a security mode command, a security mode complete, an authentication request, and an authentication response. After the RRC connection is established and passes the security configuration and authentication, the random access process is completed. The mobile device can now perform normal data communications.

[0095] Corresponding to the implementation of the above data transmission method, the embodiment of the present disclosure also provides a business data transmission device, which is used to perform the above Figure 3 The data transmission method of any embodiment is shown. Figure 6 As shown, the service data transmission device includes:

[0096] The receiving unit 601 is used to receive communication signaling or communication data;

[0097] A determining unit 602 is configured to determine the service to which the communication signaling belongs or the service to which the communication data belongs based on a communication signaling identifier of the communication signaling or a communication data identifier of the communication data;

[0098] The transmission unit 603 is used to transmit the communication signaling by using the artificial intelligence service connection control module when it is determined that the service to which the communication signaling belongs is an artificial intelligence service;

[0099] The transmission unit 603 is further configured to transmit the communication data using an artificial intelligence service data transmission module when it is determined that the service to which the communication data belongs is the artificial intelligence service.

[0100] The business data transmission device provided in the above-mentioned embodiment of the present disclosure and the data transmission method provided in the embodiment of the present disclosure are based on the same inventive concept and have the same beneficial effects as the method adopted, run or implemented by the application program stored therein.

[0101] The business data transmission device provided in the above-mentioned embodiment of the present disclosure and the data transmission method provided in the embodiment of the present disclosure are based on the same inventive concept and have the same beneficial effects as the method adopted, run or implemented by the application program stored therein.

[0102] The present disclosure also provides an electronic device for executing the above data transmission method. Figure 7 , which shows a schematic diagram of an electronic device provided by some embodiments of the present disclosure. Figure 7 As shown, the electronic device includes: a processor 1000, a memory 1001, a bus 1002 and a communication interface 1003, wherein the processor 1000, the communication interface 1003 and the memory 1001 are connected via the bus 1002; the memory 1001 stores a computer program that can be run on the processor 1000, and the processor 1000 executes the aforementioned Figure 3 A data transmission method is provided in any of the illustrated embodiments.

[0103] The memory 1001 may include a high-speed random access memory (RAM), and may also include a non-volatile memory (non-volatile memory), such as at least one disk storage. The communication connection between the system network element and at least one other network element is realized through at least one communication interface 1003 (which may be wired or wireless), and the Internet, wide area network, local area network, metropolitan area network, etc. may be used.

[0104] The bus 1002 may be an ISA bus, a PCI bus, or an EISA bus. The bus may be divided into an address bus, a data bus, a control bus, etc. The memory 1001 is used to store programs. After receiving the execution instruction, the processor 1000 executes the program. Figure 3 The data transmission method disclosed in any of the illustrated embodiments may be applied to the processor 1000 or implemented by the processor 1000 .

[0105] The processor 1000 may be an integrated circuit chip with signal processing capabilities. In the implementation process, each step of the above method can be completed by the hardware integrated logic circuit or software instructions in the processor 1000. The above processor 1000 may be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it can also be a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components. The disclosed methods, steps and logic block diagrams in the embodiments of the present disclosure can be implemented or executed. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor. The steps of the method disclosed in conjunction with the embodiments of the present disclosure can be directly embodied as a hardware decoding processor to be executed, or a combination of hardware and software modules in the decoding processor can be executed. The software module can be located in a mature storage medium in the field such as a random access memory, a flash memory, a read-only memory, a programmable read-only memory or an electrically erasable programmable memory, a register, etc. The storage medium is located in the memory 1001, and the processor 1000 reads the information in the memory 1001 and completes the steps of the above method in combination with its hardware.

[0106] The electronic device provided by the embodiment of the present disclosure and the data transmission method provided by the embodiment of the present disclosure are based on the same inventive concept and have the same beneficial effects as the methods adopted, operated or implemented by them.

[0107] The present disclosure also provides a computer-readable storage medium corresponding to the data transmission method provided in the above embodiment. Figure 8 The computer-readable storage medium shown is a CD 30 on which a computer program (ie, a program product) is stored. When the computer program is run by a processor, the data transmission method provided by any of the aforementioned embodiments will be executed.

[0108] It should be noted that examples of the computer-readable storage medium may also include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other optical or magnetic storage media, which are not listed here one by one.

[0109] The computer-readable storage medium provided by the above-mentioned embodiments of the present disclosure and the data transmission method provided by the embodiments of the present disclosure are based on the same inventive concept and have the same beneficial effects as the methods adopted, run or implemented by the application programs stored therein.

[0110] It should be noted that:

[0111] In the description provided herein, a large number of specific details are described. However, it is understood that the embodiments of the present disclosure can be practiced without these specific details. In some instances, well-known structures and technologies are not shown in detail so as not to obscure the understanding of this description.

[0112] Similarly, it should be understood that in order to streamline the present disclosure and aid in understanding one or more of the various inventive aspects, in the above description of the exemplary embodiments of the present disclosure, the various features of the present disclosure are sometimes grouped together into a single embodiment, figure, or description thereof. However, the disclosed method should not be interpreted as reflecting the following schematic diagram: the claimed disclosure requires more features than the features explicitly recited in each claim. More specifically, as reflected in the claims below, the inventive aspects lie in less than all the features of the single embodiment disclosed above. Therefore, the claims that follow the specific embodiment are hereby expressly incorporated into the specific embodiment, with each claim itself serving as a separate embodiment of the present disclosure.

[0113] In addition, those skilled in the art will appreciate that, although some embodiments described herein include certain features included in other embodiments but not other features, the combination of features of different embodiments is meant to be within the scope of this disclosure and form different embodiments. For example, in the claims below, any one of the claimed embodiments may be used in any combination.

[0114] The above is only a preferred specific implementation of the present disclosure, but the protection scope of the present disclosure is not limited thereto. Any changes or substitutions that can be easily thought of by any technician familiar with the technical field within the technical scope disclosed in the present disclosure should be included in the protection scope of the present disclosure. Therefore, the protection scope of the present disclosure should be based on the protection scope of the claims.

Claims

1. An access network system including an enhanced user plane and a control plane, characterized in that: The system comprises: Control plane and user plane; The control plane includes: a communication service connection control module and an artificial intelligence service connection control module; The user plane includes: a communication service data transmission module and an artificial intelligence service data transmission module; The communication service connection control module is used to transmit signaling messages corresponding to the communication service; The artificial intelligence service connection control module is used to transmit signaling messages corresponding to the artificial intelligence service; The communication service data transmission module is used to transmit communication data corresponding to the communication service; The artificial intelligence service data transmission module is used to transmit communication data corresponding to the artificial intelligence service.

2. The system according to claim 1, characterized in that The communication connection control module includes: a communication service signaling bearer located at a transmission network layer and a first application protocol located at a wireless network layer; The artificial intelligence service connection control module includes: an artificial intelligence service signaling bearer located at the transmission network layer and a second application protocol located at the wireless network layer; The communication service data transmission module includes: a communication service data bearer located at the transmission network layer and a third application protocol located at the wireless network layer; The artificial intelligence service data transmission module includes: an artificial intelligence service data bearer located at the transmission network layer and a fourth application protocol located at the wireless network layer.

3. The system according to claim 2, characterized in that The communication service signaling bearer is used to transmit signaling messages corresponding to the communication service; The artificial intelligence service signaling bearer is used to transmit signaling messages corresponding to the artificial intelligence service; The communication service data bearer is used to transmit communication data corresponding to the communication service; The communication service data bearer is used to transmit communication data corresponding to the artificial intelligence service.

4. The system according to claim 1, characterized in that The user plane further includes: a first distinguishing module, and the control plane further includes: a second distinguishing module; The first distinguishing module is used to distinguish the service to which the communication data belongs based on the communication data identifier transmitted by the access network system including the enhanced user plane and the control plane; The second distinguishing module is used to distinguish the service to which the communication signaling belongs based on the communication signaling identifier transmitted by the access network system including the enhanced user plane and control plane.

5. The system according to claim 1, characterized in that The signaling message corresponding to the artificial intelligence service includes transmitting artificial intelligence decision information, environmental information report information and first model parameters.

6. The system according to claim 1, characterized in that The communication data corresponding to the artificial intelligence service includes training data and second model parameters corresponding to the artificial intelligence service.

7. A data transmission method, characterized in that: An access network system including an enhanced user plane and a control plane applied to any one of claims 1 to 6, comprising: Receiving communication signaling or communication data; Determine the service to which the communication signaling belongs or the service to which the communication data belongs based on the communication signaling identifier of the communication signaling or the communication data identifier of the communication data; When it is determined that the service to which the communication signaling belongs is an artificial intelligence service, the communication signaling is transmitted using an artificial intelligence service connection control module; When it is determined that the service to which the communication data belongs is the artificial intelligence service, the communication data is transmitted using an artificial intelligence service data transmission module.

8. A data transmission device, characterized in that: An access network system including an enhanced user plane and a control plane applied to any one of claims 1 to 6, the device comprising: A receiving unit, used to receive communication signaling or communication data; A determination unit, configured to determine the service to which the communication signaling belongs or the service to which the communication data belongs based on the communication signaling identifier of the communication signaling or the communication data identifier of the communication data; A transmission unit, configured to transmit the communication signaling by using an artificial intelligence service connection control module when it is determined that the service to which the communication signaling belongs is an artificial intelligence service; The transmission unit is further configured to transmit the communication data using an artificial intelligence service data transmission module when it is determined that the service to which the communication data belongs is the artificial intelligence service.

9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: The processor executes the computer program to implement the method according to claim 7.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: The program is executed by a processor to implement the method according to claim 7.

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