Information transmitting method and apparatus, and information receiving method and apparatus
The terminal device receives and performs configuration information of network equipment for data storage and reporting optimization, which solves the problems of insufficient storage capacity and large data transmission overhead of terminal equipment, and improves data processing efficiency and model training support capabilities.
Patent Information
- Application Number
- PCT/CN2024/077472
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2024-02-18
- Publication Date
- 2025-08-21
AI Technical Summary
The problem of insufficient storage capacity of terminal devices and/or large overhead of reporting data to the network side has not been effectively solved in the prior art, especially in the storage and transmission of massive data in wireless positioning.
The terminal device receives configuration information sent by the network device and stores and/or reports data based on the information, including storage optimization and filtering data types and contents, and optimizing data through air interface transmission, reducing storage requirements and transmission overhead.
It effectively solves the problems of insufficient storage capacity and large data transmission overhead of terminal devices, and improves data processing efficiency and support capabilities for network-side model training.
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Figure CN2024077472_21082025_PF_FP_ABST
Abstract
Description
Information receiving and sending method and device Technical Field
[0001] The present application relates to the field of communication technology. Background Art
[0002] With the commercialization of fifth-generation (5G) communications, and particularly the large-scale deployment of the Industrial Internet, the demand for wireless positioning of terminal devices in wireless communications has increased significantly. Traditional wireless positioning relies on various technologies, such as TDOA (Time Difference of Arrival), E-CID (Enhanced Cell ID), and Multi-RTT (Multi-Round-Trip Time). These traditional positioning methods all have inherent flaws, resulting in poor positioning accuracy for terminal devices in various wireless environments or scenarios. This is particularly true in wireless environments with severe non-line-of-sight (NLOS) conditions, such as indoor factories (InF). Traditional positioning methods suffer from significant errors, often making them unacceptable. The fundamental reason for this is that traditional positioning methods struggle to accurately measure wireless channels with strong NLOS paths. Consequently, the resulting measurements often deviate significantly from the ideal values, leading to errors.
[0003] In recent years, artificial intelligence (AI) and machine learning (ML) technologies, represented by deep learning, have developed rapidly and, due to their powerful nonlinear fitting capabilities, have been applied in various research and commercial fields. Similarly, AI applications in wireless positioning evaluation have significantly improved performance compared to traditional methods. A notable characteristic of AI methods is that AI / ML models require training to meet performance requirements, and model training fundamentally requires sufficient training data.
[0004] It should be noted that the above introduction to the technical background is merely intended to provide a clear and complete description of the technical solutions of this application and facilitate understanding by those skilled in the art. Simply because these solutions are described in the background technology section of this application, it should not be assumed that the above technical solutions are well known to those skilled in the art.
[0005] Summary of the Invention
[0006] However, the inventors discovered that the training data required for the AL / ML model may be generated, stored, and reported to the network side by the terminal device (UE). Since the amount of training data required for the AL / ML model is usually very large, the storage space of the terminal device may not be sufficient to support such a large amount of data. In addition, when the model is trained on the network side, the terminal device needs to report data to the network device to support model training. The transmission of massive data via the uplink air interface will inevitably cause a large overhead. Currently, in traditional positioning methods and related protocols, there is no solution to the above-mentioned problems of insufficient terminal device storage capacity and / or high reporting data overhead.
[0007] To address at least one of the above-mentioned issues, embodiments of the present application provide a method and apparatus for receiving and transmitting information. A terminal device stores and / or reports data based on configuration information sent by a network device, thereby resolving issues such as insufficient terminal device storage capacity and / or high data reporting overhead to the network.
[0008] According to one aspect of an embodiment of the present application, a method for receiving information is provided, including:
[0009] The terminal device receives configuration information sent by the network device, the configuration information including first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data;
[0010] The terminal device stores and / or reports data based on the configuration information.
[0011] According to another aspect of an embodiment of the present application, there is provided an information receiving apparatus, configured in a terminal device, the apparatus comprising:
[0012] a first receiving unit, the first receiving unit being configured to receive configuration information sent by a network device, the configuration information including first information and / or second information; the first information being configured to instruct the terminal device to store data; and the second information being configured to instruct the terminal device to report data; and
[0013] A processing unit is used to store and / or report data according to the configuration information.
[0014] According to another aspect of an embodiment of the present application, a method for sending information is provided, including:
[0015] The network device sends configuration information to the terminal device, where the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; and the second information is used to instruct the terminal device to report data.
[0016] According to another aspect of an embodiment of the present application, there is provided an information sending device, configured in a network device, the device comprising:
[0017] A sending unit, which is used to send configuration information to the terminal side, the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data.
[0018] According to another aspect of an embodiment of the present application, a communication system is provided, including:
[0019] A network device, configured to send configuration information to a terminal device; the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; and the second information is used to instruct the terminal device to report data;
[0020] The terminal device is used to receive configuration information sent by the network device and store and / or report data based on the configuration information.
[0021] One of the beneficial effects of the embodiments of the present application is that the terminal device stores and / or reports data based on the configuration information from the network device to solve the problem that the terminal device may have insufficient storage capacity and / or the overhead of reporting data to the network side is high.
[0022] With reference to the following description and accompanying drawings, specific embodiments of the present application are disclosed in detail, indicating the manner in which the principles of the present application can be employed. It should be understood that the embodiments of the present application are not limited in scope. Within the spirit and scope of the appended claims, the embodiments of the present application include many variations, modifications and equivalents.
[0023] Features described and / or illustrated with respect to one embodiment may be used in the same or similar manner in one or more other embodiments, combined with features in other embodiments, or substituted for features in other embodiments.
[0024] It should be emphasized that the term "include / comprising" when used herein refers to the presence of features, integers, steps or components, but does not exclude the presence or addition of one or more other features, integers, steps or components. BRIEF DESCRIPTION OF THE DRAWINGS
[0025] The elements and features described in one figure or one embodiment of the present application can be combined with the elements and features shown in one or more other figures or embodiments. In addition, in the accompanying drawings, similar reference numerals represent corresponding parts in several figures and can be used to indicate corresponding parts used in more than one embodiment.
[0026] The included drawings are used to provide a further understanding of the embodiments of the present application, which constitute a part of the specification, are used to illustrate the implementation methods of the present application, and together with the text description, explain the principles of the present application. Obviously, the drawings described below are only some embodiments of the present application. For those skilled in the art, other drawings can be obtained based on these drawings without inventive work. In the drawings:
[0027] FIG1 is a schematic diagram of an application scenario of an embodiment of the present application;
[0028] FIG2 is a schematic diagram of an information receiving method according to an embodiment of the present application;
[0029] FIG3 is another schematic diagram of the information receiving method according to an embodiment of the present application;
[0030] FIG4 is another schematic diagram of the information receiving method according to an embodiment of the present application;
[0031] FIG5 is another schematic diagram of the information receiving method according to an embodiment of the present application;
[0032] FIG6 is a schematic diagram of a method for sending information according to an embodiment of the present application;
[0033] FIG7 is a schematic diagram of an information receiving device according to an embodiment of the present application;
[0034] FIG8 is a schematic diagram of an information sending device according to an embodiment of the present application;
[0035] FIG9 is a schematic block diagram of a system structure of a terminal device according to an embodiment of the present application;
[0036] FIG10 is a schematic block diagram of a system structure of a network device according to an embodiment of the present application. DETAILED DESCRIPTION
[0037] The above and other features of the present application will become apparent through the following description with reference to the accompanying drawings. In the description and the accompanying drawings, specific embodiments of the present application are disclosed in detail, which illustrate some embodiments in which the principles of the present application can be adopted. It should be understood that the present application is not limited to the described embodiments. On the contrary, the present application includes all modifications, variations and equivalents that fall within the scope of the appended claims.
[0038] In the embodiments of the present application, the terms "first", "second", etc. are used to distinguish different elements from the name, but do not indicate the spatial arrangement or temporal order of these elements, and these elements should not be limited by these terms. The term "and / or" includes any one and all combinations of one or more of the associated listed terms. The terms "comprising", "including", "having", etc. refer to the presence of the stated features, elements, components or components, but do not exclude the presence or addition of one or more other features, elements, components or components.
[0039] In the embodiments of this application, the singular forms "a," "the," etc. include plural forms and should be broadly understood to mean "a" or "a type" rather than being limited to "one." Furthermore, the term "said" should be understood to include both singular and plural forms, unless the context clearly indicates otherwise. Furthermore, the term "according to" should be understood to mean "at least in part based on...", and the term "based on" should be understood to mean "at least in part based on...", unless the context clearly indicates otherwise.
[0040] In the embodiments of the present application, the term "communication network" or "wireless communication network" may refer to a network that complies with any of the following communication standards, such as Long Term Evolution (LTE), enhanced Long Term Evolution (LTE-A, LTE-Advanced), Wideband Code Division Multiple Access (WCDMA), High-Speed Packet Access (HSPA), etc.
[0041] Furthermore, communication between devices in the communication system may be carried out according to communication protocols of any stage, for example, including but not limited to the following communication protocols: 1G (generation), 2G, 2.5G, 2.75G, 3G, 4G, 4.5G and future 5G, New Radio (NR), etc., and / or other currently known or future communication protocols to be developed.
[0042] In the embodiments of the present application, the term "network device" refers to, for example, a device in a communication system that connects a terminal device to a communication network and provides services for the terminal device. Network devices may include, but are not limited to, the following devices: base station (BS), core network (CN), operation administration and maintenance (OAM) equipment, OTT (Over The Top) server equipment, access point (AP), transmission reception point (TRP), broadcast transmitter, mobile management entity (MME), gateway, server, radio network controller (RNC), base station controller (BSC), etc.
[0043] Base stations may include, but are not limited to, NodeB (NB), evolved NodeB (eNodeB or eNB), 5G base stations (gNB), IAB hosts, and the like. They may also include remote radio heads (RRHs), remote radio units (RRUs), relays, or low-power nodes (e.g., femto, pico, etc.). The term "base station" may include some or all of their functions, and each base station may provide communication coverage for a specific geographic area. The term "cell" may refer to a base station and / or its coverage area, depending on the context in which the term is used.
[0044] The core network may include, but is not limited to, MSC (Mobile Service Center), SGSN (Serving GPRS Support Node), GGSN (Gateway GPRS Support Node), MME (Mobile Management Entity), SGW (Serving Gateway), PGW (PDN Gateway), and 5G Core Network (5G Core Network). The term "core network" may include some or all of their functions.
[0045] In the embodiments of the present application, the term "user equipment" (UE) refers to, for example, a device that accesses a communication network through a network device and receives network services, and may also be referred to as "terminal equipment" (TE). Terminal equipment may be fixed or mobile, and may also be referred to as a mobile station (MS), terminal, user, subscriber station (SS), access terminal (AT), station, etc.
[0046] Terminal devices may include, but are not limited to, the following devices: cellular phones, personal digital assistants (PDAs), wireless modems, wireless communication devices, handheld devices, machine-type communication devices, laptop computers, cordless phones, smartphones, smart watches, digital cameras, etc.
[0047] For another example, in scenarios such as the Internet of Things (IoT), the terminal device can also be a machine or device for monitoring or measurement, including but not limited to: machine type communication (MTC) terminal, vehicle-mounted communication terminal, device-to-device (D2D) terminal, machine-to-machine (M2M) terminal, and so on.
[0048] The following describes the scenarios of the embodiments of the present application through examples, but the present application is not limited thereto.
[0049] FIG1 is a schematic diagram of a communication system according to an embodiment of the present application, schematically illustrating a situation using a terminal device and a network device as an example. As shown in FIG1 , a communication system 100 may include a network device 101, a terminal device 102, and a positioning server 103. For simplicity, FIG1 illustrates only one terminal device and one network device as an example, but the embodiments of the present application are not limited thereto.
[0050] In the embodiment of the present application, existing services or future services can be transmitted between the network device 101 and the terminal device 102. For example, these services may include, but are not limited to, enhanced mobile broadband (eMBB), massive machine type communication (mMTC), and ultra-reliable and low-latency communication (URLLC), etc.
[0051] It is worth noting that Figure 1 shows that the terminal device 102 is within the coverage of the network device 101, but the present application is not limited to this. The terminal device 102 may not be within the coverage of the network device 101. In addition, Figure 1 uses the example of a separate deployment of the positioning server 103 as an example. The AI / ML model can be run in the positioning server 103 to obtain the positioning result; however, the present application is not limited to this. The positioning server 103 can be deployed in the core network, in the network device 102 (such as a base station), or in the terminal device 103; the embodiments of the present application are not limited to these situations.
[0052] In an embodiment of the present application, the network device 102 may be, for example, a gNB, or a core network entity (such as a positioning management function (LMF) or an access mobility management function (AMF), or a high-level network entity (such as an operation and maintenance management (OAM), or a network-side OTT server (OTT-server, Over the top server), or may be a partial function or entity of any of the above devices.
[0053] In the embodiments of the present application, the high-layer signaling may be, for example, radio resource control (RRC) signaling; for example, an RRC message, including, for example, an MIB, system information, or a dedicated RRC message; or an RRC IE (RRC information element). The high-layer signaling may also be, for example, MAC (Medium Access Control) signaling; or a MAC control element (MAC CE). The high-layer signaling may also be, for example, LPP signaling; or an LPP IE (LPP information element). However, the present application is not limited thereto.
[0054] In the embodiment of the present application, FIG1 illustrates a wireless positioning scenario as an example, but the present application is not limited thereto, and the information transmission of the present application can be applied to any other related scenarios.
[0055] Embodiments of the first aspect
[0056] An embodiment of the present application provides a method for receiving information, which is described from the perspective of a terminal device (UE).
[0057] FIG2 is a schematic diagram of an information receiving method according to an embodiment of the present application. As shown in FIG2 , the method includes:
[0058] 201. A terminal device receives configuration information sent by a network device, where the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; and the second information is used to instruct the terminal device to report data.
[0059] 202. The terminal device stores and / or reports data according to the configuration information.
[0060] It is worth noting that FIG2 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, the execution order of the various operations may be appropriately adjusted, and other operations may be added or some operations may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG2 above.
[0061] In some embodiments, the data stored and / or reported by the terminal device may be training data required by the AI / ML model, for example, measurement data and label data obtained by the terminal device based on measurements.
[0062] In some embodiments, the terminal device is, for example, a UE; the network device 102 is, for example, a gNB, or a core network entity (such as a positioning management function (LMF, Location Management Function), a unified data management function (UDF, Unified Data Management) or an access mobility management function (AMF, Access and Mobility Management Function), or a high-level network entity (such as operation and maintenance management (OAM, Operation Administration and Maintenance), or a network-side OTT server (OTT-server, Over the top server), or it may also be a partial function or entity of any of the above devices.
[0063] In some embodiments, the configuration information may include the first information, or the second information, or the first information and the second information.
[0064] In some embodiments, when the configuration information includes first information, the terminal device may store data based on the first information. For example, the terminal device may store acquired data based on the first information, or acquire and store data based on the first information, thereby resolving issues with potentially insufficient storage capacity on the terminal device. When model training is performed on the terminal side, the terminal device supports model training based on the stored data.
[0065] In some embodiments, when the configuration information includes second information, the terminal device can report corresponding data to the network device based on the second information. For example, the terminal device can filter stored data based on the second information and report the filtered data; or the terminal device can obtain, filter, and report the filtered data based on the second information. In this way, when model training is performed on the network side, the terminal device reports data to the network device to support model training, which can avoid the high overhead caused by transmitting massive amounts of data to the network side via the uplink air interface.
[0066] In some embodiments, when the configuration information includes the first information and the second information, the terminal device can store data based on the first information, and the terminal device can report data to the network device based on the second information. The reported data at least includes the data stored based on the first information (all or part of the data), thereby solving the problem of insufficient storage capacity of the terminal device and the large overhead caused by the transmission of massive data to the network side via the uplink air interface.
[0067] Therefore, since the terminal device can store and / or report data based on the first information and / or second information in the received configuration information, the problem of insufficient storage capacity of the terminal device and / or high overhead in reporting data to the network side is solved.
[0068] In some embodiments, the configuration information may be carried by a dedicated (newly defined) configuration signaling, or may be carried by existing configuration information. For example, the dedicated configuration signaling may be a newly defined configuration information that is different from the existing configuration information. For example, it may be a newly defined configuration signaling that serves the AI / ML data collection process. Specifically, it may be a newly defined configuration signaling for the AI / ML model training data collection process. For example, the existing configuration information may be a measurement configuration signaling sent by a network device to a terminal device, or a measurement reporting configuration signaling sent by a network device to a terminal device, or a capability reporting configuration signaling sent by a network device to a terminal device, etc.
[0069] In some embodiments, the configuration information may be carried by high-layer signaling, such as LPP signaling and / or RRC signaling, but is not limited thereto and may be carried by other signaling, which will not be described in detail here.
[0070] Embodiments of the second aspect
[0071] The embodiment of the present application provides an information receiving method, which is described from the perspective of a terminal device (UE). The embodiment of the present application takes data storage as an example for description, and the same contents as the embodiment of the first aspect are incorporated herein and will not be repeated here.
[0072] FIG3 is a schematic diagram of an information receiving method according to an embodiment of the present application. As shown in FIG3 , the method includes:
[0073] 301. A terminal device receives configuration information sent by a network device, where the configuration information includes first information; the first information is used to instruct the terminal device to store data.
[0074] 302. The terminal device stores data according to the configuration information.
[0075] Thus, the terminal device can optimize the data to be stored according to the configuration information, thereby saving the storage space of the terminal device and solving the problem of insufficient storage capacity of the terminal device.
[0076] It is worth noting that FIG3 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, the execution order of the various operations may be appropriately adjusted, and other operations may be added or some operations may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG3 above.
[0077] In some embodiments, the first information includes third information and / or fourth information; the third information is used to indicate the type of data stored by the terminal device (e.g., indicating the category of data stored by the terminal device, i.e., what type of data is stored), and the fourth information is used to indicate the data to be stored by the terminal device (e.g., the content of the stored data). In this way, the terminal device can select (optimize) the data to be stored based on the third information and / or fourth information included in the first information, thereby saving storage space of the terminal device and solving the problem of insufficient storage capacity of the terminal device.
[0078] In some embodiments, when the first information includes the third information, the terminal device stores data corresponding to the type of data indicated by the third information; when the first information includes the fourth information, the terminal device may store the data content indicated by the fourth information; when the first information includes the third information and the fourth information, the terminal device stores the data indicated by the third information, and then optimizes and stores it according to the fourth information. The terminal device at least stores data (partial or all data) corresponding to the type of data indicated by the third information.
[0079] In some embodiments, the method may further include 303 (optional), where the terminal device selects corresponding data based on the first information. For example, when the first information includes third information, the terminal device selects data corresponding to the type of data indicated by the third information; when the first information includes fourth information, the terminal device may select the data content indicated by the fourth information; when the first information includes third information and fourth information, the terminal device selects corresponding data based on the third information and fourth information; wherein the selected data includes at least data (partial or complete data) corresponding to the type of data indicated by the third information. Thus, in 302, the terminal device stores the data selected in 303.
[0080] In some embodiments, the third information may include indication information indicating at least one of the following data:
[0081] Measurement data acquired based on measurement; label information corresponding to the measurement data; auxiliary information corresponding to the measurement data, the auxiliary information being used to classify and / or determine the applicability of the measurement data and / or label data; and identification information for identifying the data.
[0082] Thus, at least one of the above-mentioned indication information included in the third information is used to indicate the type of data stored in the terminal device, that is, to instruct the terminal device to store the following types of data:
[0083] Measurement data obtained based on measurement, label data (or ground truth data) corresponding to the measurement data, auxiliary information, and / or identification information.
[0084] In some embodiments, the measurement data obtained based on the measurement may be, for example, data obtained by a terminal device performing channel measurement based on a reference signal sent by a network device, wherein the reference signal includes at least CSI-RS (Channel State Information-Reference Signal), DL-PRS (Downlink Positioning Reference Signal), etc. The measurement data includes at least one of the following: downlink channel power, time, phase, etc.; the measurement type used may be, for example, a type defined in 3GPP standard TS38.215, such as RSRP (Reference Signal Received Power), or CIR (Channel Impulse Response), PDP (Power Delay Profile), DP (Delay Profile), RSRPP (Reference Signal Received Path Power), etc. Thus, the measurement-related data is configured through the third information, for example, by configuring the physical meaning corresponding to the measurement, such as power, phase, time, etc., and indicating it through the measurement type, etc. However, this embodiment is not limited to this and may also include other measurement data, which are not listed here one by one.
[0085] In some embodiments, the measurement data may be an instantaneous value, or a statistical value of measurement data within a certain time and / or space range.
[0086] In some embodiments, the label data (ground truth data) serves as training data required by the AI / ML model. For example, the label data may include at least one of the following: location information, time information, angle information, line-of-sight LOS / non-line-of-sight NLOS indication information. The location information may include global two-dimensional (2D), three-dimensional (3D) coordinates, local two-dimensional (2D), three-dimensional (3D) coordinates, etc.; the time information may include absolute arrival time or relative arrival time, time difference information, etc.; the angle information may include arrival angle information, etc. However, the present application is not limited to this, and the label data may also be other data required by the AI / ML model for wireless positioning. The label data may be implemented by the terminal device or obtained in other ways. For example, the terminal device may obtain accurate label data based on the current positioning technology, such as by using PRU (Positioning Reference Unit) and other positioning technologies such as GNSS, WIFI, etc.
[0087] In some embodiments, the auxiliary information includes at least one of the following:
[0088] information associated with the temporal and / or spatial configuration of the measurement data;
[0089] Quality information related to the label data (Quality Information); and
[0090] Classification information and / or suitability information associated with the measurement data and / or label data, where the classification information and / or suitability information is used to classify the data into at least two categories for AI / ML model training.
[0091] In some embodiments, information associated with the time configuration information of the measurement data may be, for example, timestamp information, for example, absolute timestamp information, relative timestamp information; or timestamp information when the reference signal is sent, timestamp information when the reference signal is received, or timestamp information for real-time measurement. This embodiment is not limited to this and may also include other timestamp information, which will not be repeated here. Information associated with the spatial configuration information of the measurement data may be, for example, area applicability information (Area information) and / or other spatial applicability information. For example, the other spatial applicability information may include scenario information, site information, etc., transceiver node (TRP, Transmission Reception Point) information, etc.; information associated with the time and space configuration of the processed data may be, for example, reference signal configuration (RS Configuration) information, DL-PRS configuration information, UL-SRS configuration information, etc. This embodiment is not limited to this.
[0092] In some embodiments, quality information related to the tag data (or quality-related information) can be used to measure the quality of the tag data, and may include at least one of the following: error information, error level or range information, confidence information, and accuracy information. However, the present application is not limited to this, and the quality information may also be other information, such as signal-to-interference-and-noise ratio (SINR) information, reference signal received power (RSRP) information, data source information, wireless environment information, and further information such as status or statistical information and evaluation index information. For example, after obtaining the tag data, the terminal device may perform operations such as statistics, calculations, and screening to obtain quality information of the tag data. That is, the terminal device may expand and enhance the content of the auxiliary information so that the auxiliary information includes the quality information, and the quality information may help the network device perform various model-related optimizations or actions to improve the accuracy of wireless positioning.
[0093] In some embodiments, the quality information may be reported corresponding to the tag data. For example, for each of the above tag data, one or more of the above quality information may be included. For example, the tag data includes location information, then the terminal device may obtain any one or more of the following corresponding to the location information: error information, error level or range information, confidence information, accuracy information, SINR information, RSRP information. For another example, if the tag data includes time information, then the terminal device may obtain any one or more of the following corresponding to the time information: error information, error level or range information, confidence information, accuracy information, SINR information, RSRP information. For another example, if the tag data includes angle information, then the terminal device may obtain any one or more of the following corresponding to the angle information: error information, error level or range information, confidence information, accuracy information, SINR information, RSRP information.
[0094] In some embodiments, classification information and / or applicability information related to measurement data and / or label data is used to divide the data into at least two categories of data for AI / ML model training, for example, at least first data and second data, wherein the first data is used for first AI / ML model training and the second data is used for second AI / ML model training.
[0095] In some embodiments, the classification information related to the measurement data and / or label data includes at least AL / ML model classification information; the applicability information related to the measurement data and / or label data includes at least regional applicability information, and may also include site applicability information, cell applicability information, floor applicability information, scenario applicability information, TRP applicability information, etc., which will not be repeated here.
[0096] In some embodiments, the identification information for identifying the data includes identification information for identifying measurement data or label data or auxiliary information, and / or identifying a single data sample, and / or identifying at least two data samples; the data sample includes at least measurement data and label data that satisfy a time and / or space correspondence relationship, and a single data sample or more than one data sample may constitute a data set.
[0097] In some embodiments, the identification information for identifying the data includes first identification information for identifying measurement data or label data or auxiliary information; and / or includes second identification information for identifying a single data sample, and / or third identification information for identifying at least 2 data samples; the data sample includes at least measurement data and label data that satisfy a time and / or space correspondence relationship.
[0098] For example, the first identification information is information for identifying a single data (such as measurement data, tag data, auxiliary information), such as data identification information, such as an identifier corresponding to a measurement data (such as CIR / PDP);
[0099] For example, the second identification information is information for identifying a data sample, such as single sample identification information, where the single sample includes multiple data, for example, at least measurement data and label data that satisfy a time and / or space correspondence relationship, such as a piece of measurement data CIR / PDP and its corresponding true value data UE coordinates, but is not limited thereto, and may further include auxiliary information, etc., as shown in the following table:
[0100] For example, the third identification information is information for identifying at least two data samples, such as data set identification information.
[0101] It can be seen from the above embodiments that the terminal device can filter and store the data to be stored according to the third information, that is, select and store data corresponding to the type indicated by the third information, thereby saving the storage space of the terminal device and solving the problem of insufficient storage capacity of the terminal device.
[0102] In some embodiments, the fourth information includes verification information and / or data quantization information; wherein the verification information is used by the terminal device to filter data according to the verification information, and the data quantization information is used by the terminal device to compress data according to the data quantization information; and the terminal device stores the verified and / or quantized data.
[0103] In some embodiments, the method for quantizing data may adopt any existing method, which will not be described in detail here.
[0104] Thus, the terminal device can verify (screen) and / or quantify the data to be stored according to the fourth information, and store the verified (screened) and / or quantified data, which can save the storage space of the terminal device and thus solve the problem of insufficient storage capacity of the terminal device.
[0105] In some embodiments, when the fourth information includes verification information, the terminal device verifies the data based on the verification information to filter out data that meets the requirements and eliminate data that does not meet the requirements, so as to improve the performance of applications or functions that use the data (such as AI / ML model training) and save storage space of the terminal device, thereby solving the problem of insufficient storage capacity of the terminal device.
[0106] In some embodiments, the verification information includes conditions for filtering data; and the terminal device filters data that meets the conditions, such that the data stored by the terminal device includes at least the filtered data. For example, the conditions can be pre-configured, such as by a network device and sent to the terminal device, but is not limited thereto.
[0107] In some embodiments, the condition, for example, may correspond to various data types indicated by the third information, and at least include conditions set for measurement data (such as channel measurement time, phase, power, and / or path), and / or label data, and / or auxiliary information, and / or identification information; for example, the condition includes conditions related to measurement data, and / or label data, and / or auxiliary information, and / or identification information; wherein,
[0108] The condition related to the measurement data includes at least one of the following:
[0109] Condition information related to channel measurement phase;
[0110] Condition information related to channel measurement time;
[0111] Condition information related to channel measurement power; and
[0112] Condition information related to the channel measurement path;
[0113] The conditions related to the label data include:
[0114] Conditional information related to quality information associated with the label data;
[0115] The conditions related to auxiliary information include:
[0116] Condition information related to classification information and / or applicability information related to measurement data and / or label data.
[0117] The following examples illustrate:
[0118] Example 1: Conditional information related to channel measurement phase: Data with a phase value interval of x1-x2 is stored, where the value range of x1 and x2 is 0-360 degrees or -180-180 degrees.
[0119] Example 2: Condition information related to channel measurement time: data between time T1 and T2 is stored, where T1 and T2 represent time;
[0120] Example 3: Condition information related to channel measurement power: data with a power value greater than y (dBm or W) is stored;
[0121] Example 4, condition information related to the channel measurement path: the z-th path data is stored, and the value range of z is a positive integer;
[0122] Example 5, conditional information related to the quality information related to the label data: data with an error less than k meters is stored, where k is a natural number greater than 0;
[0123] Example 6, conditional information related to classification information and / or applicability information: For example, storing relevant data of the Mth type of model, such as storing relevant data applicable to region N, where the value range of MN is a positive integer;
[0124] Example 7, conditional information related to the new identifier, such as setting "store data identified as 0", where 0 is a positive integer;
[0125] Example 8, any combination of the above examples 1 to 7;
[0126] The above is only a specific example, but this embodiment is not limited thereto. The condition may also be other preset condition information, which will not be described in detail here.
[0127] In some embodiments, the condition can be indicated by a bit-width method. For example, in the CSI measurement report, the phase is reported by 8PSK, and 3 bits are used to indicate 8 angles. For example, 001 indicates a phase of 30 degrees, which means that data with a phase value greater than 30 degrees in the measurement data is stored. However, this is not limited to this, and other methods can also be used for indication, such as a set of conditions given in a predefined manner, which will not be listed here one by one.
[0128] In some embodiments, when the fourth information includes data quantization information, the terminal device may compress the data according to the data quantization information, and may also save storage space of the terminal device, thereby solving the problem of insufficient storage capacity of the terminal device.
[0129] In some embodiments, the data quantization information can be configured by a network device and notified to the terminal device. When configuring the data quantization information, the network device can also configure which data (data type) and / or measurement type the quantization information corresponds to. That is, the data quantization information includes at least a quantization method corresponding to the data type and / or measurement type. The quantization method includes at least uniform quantization and non-uniform quantization, and each data (data type) and / or measurement type has a corresponding quantization method.
[0130] In some embodiments, when the fourth information includes verification information and data quantization information, the terminal device can verify and compress the data based on the verification information and data quantization information, which can further save the storage space of the terminal device, thereby solving the problem of insufficient storage capacity of the terminal device.
[0131] In some embodiments, the first information includes third information and fourth information, and the terminal device may store data corresponding to the type of data indicated by the third information. In addition, the terminal device may further verify (screen) and / or quantify the data to be stored based on the fourth information, and store the verified (screened) and / or quantified data, which can further save storage space on the terminal device, thereby resolving the issue of insufficient storage capacity on the terminal device.
[0132] Embodiments of the third aspect
[0133] The embodiment of the present application provides an information receiving method, which is described from the terminal device (UE) side. The embodiment of the present application takes data reporting as an example to illustrate, and the same contents as the first embodiment and the second embodiment are merged here and are not repeated here.
[0134] FIG4 is a schematic diagram of an information receiving method according to an embodiment of the present application. As shown in FIG4 , the method includes:
[0135] 401. A terminal device receives configuration information sent by a network device, where the configuration information includes second information; the second information is used to instruct the terminal device to report data; and
[0136] 402. The terminal device reports data according to the configuration information.
[0137] Therefore, the terminal device can optimize the data to be reported according to the configuration information, thereby solving the problem of high overhead in reporting data to the network side through the air interface.
[0138] It is worth noting that FIG4 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, the execution order of the various operations may be appropriately adjusted, and other operations may be added or some operations may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG4 above.
[0139] In some embodiments, the second information includes fifth information and / or sixth information; wherein the fifth information is used to indicate the type of data reported by the terminal device, and the sixth information is used to indicate the data reported by the terminal device. Thus, the terminal device can optimize the data to be reported based on the fifth information and / or sixth information included in the second information, thereby resolving the issue of high data overhead when reporting data to the network via the air interface.
[0140] In some embodiments, when the second information includes the fifth information, the terminal device reports data corresponding to the type of data indicated by the fifth information; when the second information includes the sixth information, the terminal device may report the data content indicated by the sixth information; when the second information includes the fifth information and the sixth information, the terminal device obtains the data indicated by the fifth information, and then filters and reports it according to the sixth information. The data reported by the terminal device includes at least data corresponding to the type of data indicated by the fifth information (partial or all data).
[0141] In some embodiments, the method may further include 403 (optional), where the terminal device selects corresponding data based on the second information. For example, when the second information includes fifth information, the terminal device selects data corresponding to the type of data indicated by the fifth information; when the second information includes sixth information, the terminal device may select the data content indicated by the sixth information; when the second information includes fifth information and sixth information, the terminal device selects corresponding data based on the fifth information and sixth information; wherein the selected data includes at least data (partial or complete data) corresponding to the type of data indicated by the fifth information. Thus, in 402, the terminal device reports the data selected in 403.
[0142] In some embodiments, the fifth information includes at least indication information indicating the following data: measurement data obtained based on measurement and label information corresponding to the measurement data. In addition, the fifth information may also include indication information indicating the following data: auxiliary information corresponding to the measurement data and / or identification information for identifying the data; the auxiliary information is used to classify and / or judge the applicability of the measurement data and / or label data. Thus, the type of data reported by the terminal device is indicated by the above information included in the fifth information, that is, the terminal device is instructed to report the following types of data: measurement data obtained based on measurement and label data (or ground truth data) corresponding to the measurement data, and / or auxiliary information, and / or identification information.
[0143] Therefore, the terminal device can optimize (select) the data to be reported according to the fifth information, and report the optimized data, thereby solving the problem of high overhead in reporting data to the network side through the air interface.
[0144] In some embodiments, the measurement data obtained based on the measurement and the label data (or ground truth data) corresponding to the measurement data, auxiliary information, and identification information are similar to the embodiment of the second aspect mentioned above, and their contents are merged here and will not be repeated here.
[0145] In some embodiments, the sixth information includes verification information and / or data quantization information; wherein the verification information is used by the terminal device to filter data according to the verification information, and the data quantization information is used by the terminal device to compress data according to the data quantization information; and the terminal device reports the data after verification and / or data quantization.
[0146] Therefore, the terminal device can verify (screen) and / or quantify the data to be reported according to the sixth information, and report the verified (screened) and / or quantified data, thereby solving the problem of high overhead in reporting data to the network side through the air interface.
[0147] In some embodiments, when the sixth information includes verification information, the terminal device verifies the data based on the verification information to filter out data that meets the requirements and eliminate data that does not meet the requirements, so as to further optimize the data and improve the performance of applications or functions that use the data (such as AI / ML model training), thereby solving the problem of high data overhead in reporting to the network side through the air interface.
[0148] In some embodiments, the verification information includes conditions for filtering data; and the terminal device filters data that meets the conditions, so that the data reported by the terminal device includes at least the filtered data. For example, the conditions can be pre-configured, such as by a network device and sent to the terminal device, but is not limited thereto.
[0149] In some embodiments, the condition, for example, may correspond to various data types indicated by the fifth information, and may include at least conditions set for measurement data (such as channel measurement time, phase, power, and / or path), and / or label data, and / or auxiliary information, and / or identification information; for example, the condition includes conditions related to the measurement data, and / or label data, and / or auxiliary information, and / or identification information. For the condition and the manner in which the condition is indicated, reference may be made to the embodiment of the second aspect, and no further description is given here.
[0150] In some embodiments, the second information includes fifth information and sixth information, and the data reported by the terminal device includes at least data (partial or complete data) corresponding to the type of data indicated by the fifth information. Thus, the terminal device can verify (screen) and quantify the data to be reported according to the sixth information, and report the verified (screened) and quantified data, which can further reduce the amount of data, thereby solving the problem of high data overhead when the terminal device reports data to the network side through the air interface.
[0151] Embodiments of the fourth aspect
[0152] The present application provides an information receiving method, which is described from the perspective of a terminal device (UE). The present application takes the storage and reporting of data as an example, and the contents that are the same as those in the first, second, and third aspects are incorporated herein and are not repeated here.
[0153] FIG5 is a schematic diagram of an information receiving method according to an embodiment of the present application. As shown in FIG5 , the method includes:
[0154] 501. A terminal device receives configuration information sent by a network device, where the configuration information includes first information and second information; the first information is used to instruct the terminal device to store data; and the second information is used to instruct the terminal device to report data.
[0155] 502. The terminal device stores data according to the first information.
[0156] 503. The terminal device reports data according to the second information.
[0157] Therefore, the terminal device can optimize (filter) the data to be stored and reported according to the configuration information, which can further save the storage space of the terminal device, thereby solving the problem of insufficient storage capacity of the terminal device, and also solving the problem of high overhead in reporting data to the network side through the air interface.
[0158] It is worth noting that FIG5 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, the execution order of the various operations may be appropriately adjusted, and other operations may be added or some operations may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG5 above.
[0159] In some embodiments, the execution order of 502 and 503 can be performed simultaneously or successively. For specific implementation, please refer to the embodiments of the second and third aspects, which will not be repeated here.
[0160] In some embodiments, the method may also include 504 (optional), the terminal device filters the corresponding data according to the configuration information (first information and second information), in 502, the terminal device stores the data filtered according to the first information; in 503, the terminal device reports the data filtered according to the second information, wherein the terminal device can further filter and report the data stored according to the first information.
[0161] In some embodiments, the first information and the second information, as well as the content of the terminal device screening, storing and reporting data based on the first information and the second information can be found in the embodiments of the first aspect, the second aspect and the third aspect, and will not be repeated here.
[0162] Embodiments of the fifth aspect
[0163] The embodiment of the present application provides an information sending method, which is described from the perspective of a network device. The embodiment of the fifth aspect corresponds to the embodiments of the first to fourth aspects, and the same contents are not repeated here.
[0164] FIG6 is a schematic diagram of a method for sending information according to an embodiment of the present application. As shown in FIG6 , the method includes:
[0165] 601. The network device sends configuration information to the terminal device, where the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; and the second information is used to instruct the terminal device to report data.
[0166] As a result, the terminal device stores and / or reports the data to be stored and / or reported according to the configuration information sent by the network device, so as to solve the problem of insufficient storage capacity of the terminal device and / or solve the problem of high overhead in reporting data to the network side through the air interface.
[0167] In some embodiments, when data needs to be reported to a network device, the method may further include 602 (optional), receiving data reported by the terminal device according to the configuration information.
[0168] It is worth noting that FIG6 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, the execution order of the various operations may be appropriately adjusted, and other operations may be added or some operations may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG6 above.
[0169] In some embodiments, the first information and the second information can be referred to the embodiments of the first to fourth aspects mentioned above, and will not be repeated here.
[0170] The above embodiments are merely exemplary of the present invention, but the present invention is not limited thereto. Appropriate modifications may be made based on the above embodiments. For example, the above embodiments may be used alone, or one or more of the above embodiments may be combined.
[0171] According to an embodiment of the present application, the terminal device receives configuration information from the network device, and stores and / or reports the data to be stored and / or reported based on the configuration information, which can solve the problem of insufficient storage capacity of the terminal device and / or solve the problem of high overhead in reporting data to the network side through the air interface.
[0172] Embodiments of the sixth aspect
[0173] The embodiments of the present application provide an information receiving device, which may be, for example, a terminal device or one or more components or assemblies configured on the terminal device. Because the information receiving device solves the same problem as the embodiments of the first to fourth aspects, its specific implementation can refer to the embodiments of the first to fourth aspects, and the same content will not be repeated here.
[0174] FIG7 is a schematic diagram of an information receiving device according to an embodiment of the present application, wherein the information receiving device is configured in a terminal device. As shown in FIG7 , the information receiving device 700 includes:
[0175] A first receiving unit 701 is configured to receive configuration information sent by a network device, the configuration information including first information and / or second information; the first information is configured to instruct the terminal device to store data; the second information is configured to instruct the terminal device to report data; and
[0176] The processing unit 702 is configured to store and / or report data according to the configuration information.
[0177] In some embodiments, the first information includes third information and / or fourth information; the third information is used to indicate the type of data stored in the terminal device, and the fourth information is used to indicate the data stored in the terminal device.
[0178] In some embodiments, the third information includes indication information indicating at least one of the following data:
[0179] Based on measurement data obtained by measurement;
[0180] Label information corresponding to the measurement data;
[0181] Auxiliary information corresponding to the measurement data, the auxiliary information being used to classify and / or determine the applicability of the measurement data and / or label data; and
[0182] Identification information that identifies the data.
[0183] In some embodiments, the auxiliary information includes at least one of the following:
[0184] information associated with the temporal and / or spatial configuration of the measurement data;
[0185] Quality information associated with the labeled data; and
[0186] Classification information and / or suitability information associated with the measurement data and / or label data, wherein the classification information and / or suitability information is used to classify the data into at least two categories for AI / ML model training.
[0187] In some embodiments, the information associated with the temporal configuration information includes timestamp information; the information associated with the spatial configuration information includes regional applicability information and / or other spatial applicability information; the information associated with the spatiotemporal configuration information includes reference signal configuration information;
[0188] The quality information related to the label data includes at least one of the following:
[0189] Error information, error level or range information, confidence information, accuracy information;
[0190] The classification information includes at least AL / ML model classification information;
[0191] The applicability information includes at least regional applicability information.
[0192] In some embodiments, the first information includes third information and fourth information, and the data stored in the terminal device includes at least data corresponding to the type of data indicated by the third information.
[0193] In some embodiments, the fourth information includes verification information and / or data quantization information; wherein the verification information is used by the terminal device to filter data according to the verification information, and the data quantization information is used by the terminal device to compress data according to the data quantization information; and the processing unit 702 stores the data after verification and / or data quantization.
[0194] In some embodiments, the verification information includes conditions for filtering data; and the terminal device filters data that meets the conditions (the filtering process can be implemented by the processing unit 702, or a selection unit (optional) can be set up to implement this function).
[0195] In some embodiments, the condition includes a condition related to measurement data, and / or tag data, and / or auxiliary information, and / or identification information; wherein,
[0196] The conditions related to the measurement data include at least one of the following:
[0197] Condition information related to channel measurement phase;
[0198] Condition information related to channel measurement time;
[0199] Condition information related to channel measurement power; and
[0200] Condition information related to the channel measurement path;
[0201] The conditions related to the label data include:
[0202] Conditional information related to quality information associated with the label data;
[0203] The conditions related to auxiliary information include:
[0204] Condition information related to classification information and / or applicability information related to measurement data and / or label data.
[0205] For specific examples of screening data based on verification information and quantifying data based on data quantification information to further optimize the data, please refer to the first, second and fourth embodiments, which will not be repeated here.
[0206] In some embodiments, the second information includes fifth information and / or sixth information; wherein, the fifth information is used to indicate the type of data reported by the terminal device, and the sixth information is used to indicate the data reported by the terminal device.
[0207] In some embodiments, the contents of the fifth information, the sixth information, and the contents of data reporting based on the fifth and / or sixth information are as described in the first, third, and fourth embodiments and will not be repeated here.
[0208] In some embodiments, the apparatus 700 may further include a selection unit (optional) configured to select (filter) data to be stored and / or reported based on the first information and / or the second information, so that the processing unit 702 stores and / or reports the selected data. The selection unit may be a separate unit or implemented by the processing unit 702.
[0209] As can be seen from the above, according to the first information and / or second information configured in the configuration information, the device can perform the operations described in the embodiments of the first to fourth aspects, which will not be repeated here.
[0210] It is worth noting that FIG7 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, other modules or components may be appropriately added or some modules or components may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG7 above.
[0211] In addition, for the sake of simplicity, FIG7 only illustrates the connection relationship or signal direction between various components or modules. However, it should be clear to those skilled in the art that various related technologies such as bus connection can be used. The above-mentioned components or modules can be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of this application is not limited to this.
[0212] The above embodiments are merely exemplary of the present invention, but the present invention is not limited thereto. Appropriate modifications may be made based on the above embodiments. For example, the above embodiments may be used alone, or one or more of the above embodiments may be combined.
[0213] According to an embodiment of the present application, the terminal device receives configuration information from the network device, and stores and / or reports the data to be stored and / or reported based on the configuration information, which can solve the problem of insufficient storage capacity of the terminal device and / or solve the problem of high overhead in reporting data to the network side through the air interface.
[0214] Embodiments of the seventh aspect
[0215] The present application provides an information sending device, which may be, for example, a network device or one or more components or assemblies configured on the network device. Because the information sending device solves the same problem as the method of the fifth aspect, its specific implementation can refer to the fifth aspect, and the details of the same content will not be repeated.
[0216] FIG8 is a schematic diagram of an information sending device according to an embodiment of the present application, which can be configured in a network device. As shown in FIG8 , the information sending device 800 includes:
[0217] Sending unit 801, sending unit 801 is used to send configuration information to the terminal side, the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data.
[0218] It is worth noting that FIG8 above is merely a schematic illustration of an embodiment of the present application, and the present application is not limited thereto. For example, other modules or components may be appropriately added or some modules or components may be reduced. Those skilled in the art may make appropriate modifications based on the above description, and are not limited to the description of FIG8 above.
[0219] In some embodiments, as shown in FIG8 , the information sending device 800 further includes:
[0220] The second receiving unit 802 (optional) is used to receive data reported by the terminal device according to the configuration information.
[0221] In addition, for the sake of simplicity, FIG8 only illustrates the connection relationship or signal direction between various components or modules. However, it should be clear to those skilled in the art that various related technologies such as bus connection can be used. The above-mentioned components or modules can be implemented by hardware facilities such as processors, memories, transmitters, and receivers; the implementation of this application is not limited to this.
[0222] The above embodiments are merely exemplary of the present invention, but the present invention is not limited thereto. Appropriate modifications may be made based on the above embodiments. For example, the above embodiments may be used alone, or one or more of the above embodiments may be combined.
[0223] According to an embodiment of the present application, the terminal device receives configuration information from the network device, and stores and / or reports the data to be stored and / or reported based on the configuration information, which can solve the problem of insufficient storage capacity of the terminal device and / or solve the problem of high overhead in reporting data to the network side through the air interface.
[0224] Embodiments of the eighth aspect
[0225] An embodiment of the present application provides a terminal device, which includes the information receiving device as described in the embodiment of the sixth aspect.
[0226] Figure 9 is a schematic block diagram of the system architecture of a terminal device according to an embodiment of the present application. As shown in Figure 9 , terminal device 900 may include a processor 910 and a memory 920; memory 920 is coupled to processor 910. It should be noted that this diagram is exemplary; other types of structures may be used to supplement or replace this structure to implement telecommunication or other functions.
[0227] In one embodiment, the functionality of the information receiving device may be integrated into the processor 910 .
[0228] Processor 910 is configured as follows: a terminal device receives configuration information sent by a network device, the configuration information including first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data; and the terminal device stores and / or reports data according to the configuration information.
[0229] In another embodiment, the information receiving device may be configured separately from the processor 910 . For example, the data receiving device may be configured as a chip connected to the processor 910 , and the functions of the information receiving device may be implemented under the control of the processor 910 .
[0230] As shown in FIG9 , the terminal device 900 may further include: a communication module 930, an input unit 940, a display 950, and a power supply 960. It is worth noting that the terminal device 900 does not necessarily include all the components shown in FIG9 ; in addition, the terminal device 900 may also include components not shown in FIG9 , and reference may be made to related art for details.
[0231] As shown in FIG. 9 , the processor 910 is sometimes also referred to as a controller or an operation control, and may include a microprocessor or other processor devices and / or logic devices. The processor 910 receives inputs and controls the operations of various components of the terminal device 900 .
[0232] Memory 920 may be, for example, one or more of a cache, flash memory, a hard drive, removable media, volatile memory, non-volatile memory, or other suitable devices. It may store various data and programs for executing related information. Processor 910 may execute the programs stored in memory 920 to implement information storage or processing. The functions of other components are similar to those of existing devices and are not further described here. Each component of terminal device 900 may be implemented using dedicated hardware, firmware, software, or a combination thereof without departing from the scope of the present invention.
[0233] It can be seen from the above embodiments that the terminal device receives configuration information from the network device, and stores and / or reports the data to be stored and / or reported according to the configuration information, which can solve the problem of insufficient storage capacity of the terminal device and / or solve the problem of high overhead in reporting data to the network side through the air interface.
[0234] Embodiments of the ninth aspect
[0235] An embodiment of the present application provides a network device, which includes the information sending device as described in the embodiment of the seventh aspect.
[0236] Figure 10 is a schematic block diagram of the system configuration of a network device according to an embodiment of the present application. As shown in Figure 10 , network device 1000 may include a processor 1010 and a memory 1020 ; the memory 1020 is coupled to the processor 1010 . The memory 1020 may store various data and may also store an information processing program 1030 , which is executed under the control of the processor 1010 .
[0237] In one embodiment, the functionality of the information sending device may be integrated into the processor 1010 .
[0238] Processor 1010 can be configured as follows: the network device sends configuration information to the terminal device, the configuration information including first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data; and the terminal device stores and / or reports data according to the configuration information.
[0239] In another embodiment, the information sending device may be configured separately from the processor 1010 . For example, the information sending device may be configured as a chip connected to the processor 1010 , and the functions of the information sending device may be implemented under the control of the processor 1010 .
[0240] In addition, as shown in FIG10 , the network device 1000 may further include: a transceiver 1040 and an antenna 1050; wherein, the functions of the above components are similar to those in the prior art and are not described in detail here. It is worth noting that the network device 1000 does not necessarily include all the components shown in FIG10 ; in addition, the network device 1000 may also include components not shown in FIG10 , and reference may be made to the prior art for details.
[0241] It can be seen from the above embodiments that the network device sends configuration information to the terminal device, and the terminal device stores and / or reports the data to be stored and / or reported according to the configuration information from the network device, which can solve the problem of insufficient storage capacity of the terminal device and / or solve the problem of high overhead in reporting data to the network side through the air interface.
[0242] Embodiments of the tenth aspect
[0243] An embodiment of the present application provides a communication system. Figure 1 is a schematic diagram of the communication system of the embodiment of the present application. As shown in Figure 1, the communication system 100 includes a network device 101, a terminal device 102 and a positioning server 103. For simplicity, Figure 1 only uses one network device and one terminal device as an example for illustration, but the embodiment of the present application is not limited to this.
[0244] In some embodiments, the communication system includes a network device 101 and a terminal device 102. The network device 101 is the same as the network device described in the embodiment of the ninth aspect, and the terminal device 102 is the same as the terminal device described in the embodiment of the eighth aspect. The repeated content will not be repeated.
[0245] An embodiment of the present application also provides a computer-readable program, wherein when the program is executed in an information sending device, the program enables a computer to execute the information sending method described in the embodiment of the fifth aspect in the information sending device.
[0246] An embodiment of the present application also provides a storage medium storing a computer-readable program, wherein the computer-readable program enables a computer to execute the information sending method described in the embodiment of the fifth aspect in an information sending device.
[0247] An embodiment of the present application also provides a computer-readable program, wherein when the program is executed in an information receiving device, the program enables the computer to execute the information receiving method described in the first, second, third, and fourth embodiments in the information receiving device.
[0248] An embodiment of the present application also provides a storage medium storing a computer-readable program, wherein the computer-readable program enables a computer to execute the information receiving method described in at least one of the embodiments of the first, second, third, and fourth aspects in an information receiving device.
[0249] An embodiment of the present application also provides a computer program product, including a computer program, wherein when the computer program is executed by a processor, it implements the method described in at least one of the embodiments of the first to fourth aspects, and / or implements the method described in the embodiment of the fifth aspect.
[0250] The above devices and methods of the present application can be implemented by hardware or by a combination of hardware and software. The present application relates to such a computer-readable program that, when executed by a logic component, enables the logic component to implement the devices or components described above, or enables the logic component to implement the various methods or steps described above. The logic component is, for example, a field programmable logic component, a microprocessor, a processor used in a computer, etc. The present application also relates to a storage medium for storing the above program, such as a hard disk, a magnetic disk, an optical disk, a DVD, a flash memory, etc.
[0251] The method / device described in conjunction with the embodiments of the present application can be directly embodied as hardware, a software module executed by a processor, or a combination of the two. For example, one or more of the functional block diagrams shown in the figure and / or one or more combinations of functional block diagrams can correspond to various software modules of the computer program flow or to various hardware modules. These software modules can respectively correspond to the various steps shown in the figure. These hardware modules can be implemented by solidifying these software modules, for example, using a field programmable gate array (FPGA).
[0252] The software module may be located in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, a hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art. A storage medium may be coupled to a processor so that the processor can read information from the storage medium and write information to the storage medium; or the storage medium may be an integral part of the processor. The processor and the storage medium may be located in an ASIC. The software module may be stored in the memory of the mobile terminal or in a memory card that can be inserted into the mobile terminal. For example, if the device (such as a mobile terminal) uses a large-capacity MEGA-SIM card or a large-capacity flash memory device, the software module may be stored in the MEGA-SIM card or the large-capacity flash memory device.
[0253] One or more of the functional blocks and / or one or more combinations of functional blocks described in the accompanying drawings may be implemented as a general-purpose processor, a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA) or other programmable logic device, a discrete gate or transistor logic device, a discrete hardware component, or any suitable combination thereof for performing the functions described in this application. One or more of the functional blocks and / or one or more combinations of functional blocks described in the accompanying drawings may also be implemented as a combination of computing devices, such as a combination of a DSP and a microprocessor, multiple microprocessors, one or more microprocessors in communication with a DSP, or any other such configuration.
[0254] The present application has been described above in conjunction with specific embodiments. However, those skilled in the art should understand that these descriptions are merely illustrative and are not intended to limit the scope of protection of the present application. Those skilled in the art may make various modifications and variations to the present application based on the spirit and principles of the present application, and such modifications and variations are also within the scope of the present application.
[0255] Regarding the above implementation methods disclosed in this embodiment, the following additional notes are also disclosed:
[0256] 1. A method for receiving information, applied to a terminal device, characterized in that the method comprises:
[0257] receiving configuration information sent by a network device, the configuration information including first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data; and
[0258] Data is stored and / or reported according to the configuration information.
[0259] 2. The method according to Note 1, wherein the first information includes third information and / or fourth information; the third information is used to indicate the type of data stored in the terminal device, and the fourth information is used to indicate the data stored in the terminal device.
[0260] 3. The method according to Note 1, wherein the second information includes fifth information and / or sixth information; wherein the fifth information is used to indicate the type of data reported by the terminal device, and the sixth information is used to indicate the data reported by the terminal device.
[0261] 4. The method according to Note 2 or 3, wherein the third information or the fifth information includes indication information indicating at least one of the following data:
[0262] Based on measurement data obtained by measurement;
[0263] Label information corresponding to the measurement data;
[0264] Auxiliary information corresponding to the measurement data, the auxiliary information being used to classify and / or determine the applicability of the measurement data and / or label data; and
[0265] Identification information that identifies the data.
[0266] 5. The method according to Note 4, wherein the identification information includes first identification information for identifying the measurement data or label data or auxiliary information; and / or second identification information for identifying a single data sample, and / or third identification information for identifying at least 2 data samples; the data sample includes at least measurement data and label data that satisfy a time and / or space correspondence relationship.
[0267] 6. The method according to note 2 or 3, wherein the fourth information or the sixth information includes verification information and / or data quantization information; wherein the verification information is used by the terminal device to filter data according to the verification information, and the data quantization information is used by the terminal device to compress data according to the data quantization information;
[0268] The terminal device stores or reports the verified and / or quantified data.
[0269] 7. The method according to Note 6, wherein the data quantization information at least includes a quantization method corresponding to the measurement data type and / or measurement type.
[0270] 8. A method for sending information, applied to a network device, characterized in that the method comprises:
[0271] Configuration information is sent to the terminal side, where the configuration information includes first information and / or second information; the first information is used to instruct the terminal device to store data; and the second information is used to instruct the terminal device to report data.
[0272] 9. A terminal device comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute the computer program to implement the information receiving method as described in any one of Notes 1 to 7 above.
[0273] 10. A network device comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute the computer program to implement the information sending method as described in Note 8 above.
Claims
1. An information receiving device, applied to a terminal device, characterized in that: The device comprises: a first receiving unit, configured to receive configuration information sent by a network device, the configuration information including first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data; and A processing unit, wherein the processing unit is used to store and / or report data according to the configuration information.
2. The device according to claim 1, wherein The first information includes third information and / or fourth information; the third information is used to indicate the type of data stored in the terminal device, and the fourth information is used to indicate the data stored in the terminal device.
3. The device according to claim 2, wherein The third information includes indication information indicating at least one of the following data: Based on measurement data obtained by measurement; Label information corresponding to the measurement data; Auxiliary information corresponding to the measurement data, where the auxiliary information is used to classify and / or determine the applicability of the measurement data and / or label data; as well as Identification information that identifies the data.
4. The device according to claim 3, wherein The auxiliary information includes at least one of the following: information associated with the temporal and / or spatial configuration of the measurement data; Quality information associated with the labeled data; and Classification information and / or suitability information associated with the measurement data and / or label data, wherein the classification information and / or suitability information is used to classify the data into at least two categories for AI / ML model training.
5. The device according to claim 4, wherein The information associated with the time configuration information includes timestamp information; the information associated with the space configuration information includes regional applicability information and / or other space applicability information; the information associated with the spatiotemporal configuration information includes reference signal configuration information; The quality information related to the label data includes at least one of the following: Error information, error level or range information, confidence information, accuracy information; The classification information includes at least AL / ML model classification information; The applicability information includes at least regional applicability information.
6. The device according to claim 2, wherein The first information includes third information and fourth information, and the data stored in the terminal device includes at least data corresponding to the type of data indicated by the third information.
7. The device according to claim 2 or 3, wherein: The fourth information includes verification information and / or data quantification information; wherein the verification information is used by the terminal device to filter data according to the verification information, and the data quantification information is used by the terminal device to compress data according to the data quantification information; And the processing unit stores the data after verification and / or data quantization.
8. The device according to claim 7, wherein The verification information includes conditions for screening data; And the terminal device filters the data that meets the conditions.
9. The device according to claim 8, wherein The conditions include conditions related to measurement data, and / or label data, and / or auxiliary information, and / or identification information; wherein, The conditions related to the measurement data include at least one of the following: Condition information related to channel measurement phase; Condition information related to channel measurement time; Condition information related to channel measurement power; and Condition information related to the channel measurement path; The conditions related to the label data include: Conditional information related to quality information associated with the label data; The conditions related to auxiliary information include: Condition information related to classification information and / or applicability information related to measurement data and / or label data.
10. The device according to claim 1, wherein The second information includes fifth information and / or sixth information; wherein the fifth information is used to indicate the type of data reported by the terminal device, and the sixth information is used to indicate the data reported by the terminal device.
11. The device according to claim 10, wherein The fifth information includes indication information indicating the following data: measurement data acquired based on measurement and tag information corresponding to the measurement data.
12. The device according to claim 11, wherein The fifth information further includes indication information indicating the following data: auxiliary information corresponding to the measurement data and / or identification information for identifying the data; the auxiliary information is used to classify and / or determine the applicability of the measurement data and / or label data.
13. The device according to claim 12, wherein The auxiliary information includes at least one of the following: information associated with the temporal and / or spatial configuration of the measurement data; Quality information associated with the labeled data; and Classification information and / or applicability information related to measurement data and / or label data, the classification information and / or applicability information The usability information is used to classify the data into at least two categories for AI / ML model training.
14. The device according to claim 13, wherein The information associated with the time configuration information includes timestamp information; the information associated with the space configuration information includes regional applicability information and / or other space applicability information; the information associated with the spatiotemporal configuration information includes reference signal configuration information; The quality information related to the label data includes at least one of the following: Error information, error level or range information, confidence information, accuracy information; The classification information includes at least AL / ML model classification information; The applicability information includes at least regional applicability information.
15. The device according to claim 3 or 12, wherein: The identification information includes identification information for identifying the measurement data or label data or auxiliary information, and / or identifying a single data sample, and / or identifying at least two data samples; the data sample includes at least measurement data and label data that satisfy a time and / or space correspondence relationship.
16. The device according to claim 10, 11 or 12, wherein: The sixth information includes verification information and / or data quantization information; wherein the verification information is used by the terminal device to filter data according to the verification information, and the data quantization information is used by the terminal device to compress data according to the data quantization information; And the processing unit reports the data after verification and / or data quantification.
17. The device according to claim 16, wherein The verification information includes conditions for screening data; And the processing unit filters out the data that meets the conditions.
18. The device according to claim 17, wherein The conditions include conditions related to measurement data, and / or label data, and / or auxiliary information, and / or identification information; wherein, The conditions related to the measurement data include at least one of the following: Condition information related to channel measurement phase; Condition information related to channel measurement time; Condition information related to channel measurement power; and Condition information related to the channel measurement path; The conditions related to the label data include: Conditional information related to quality information associated with the label data; The conditions related to auxiliary information include: Condition information related to classification information and / or applicability information related to measurement data and / or label data.
19. An information sending device, applied to a network device, characterized in that: The device comprises: A sending unit, configured to send configuration information to the terminal side, wherein the configuration information includes a first information and / or second information; the first information is used to instruct the terminal device to store data; the second information is used to instruct the terminal device to report data.
20. The device according to claim 19, wherein The device further comprises: The second receiving unit is used to receive data reported by the terminal device according to the configuration information.
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