ML model training procedure
    22.
    发明授权

    公开(公告)号:US11818806B2

    公开(公告)日:2023-11-14

    申请号:US17323242

    申请日:2021-05-18

    CPC classification number: H04W88/08 G06F18/214 G06N20/00

    Abstract: This disclosure provides systems, devices, apparatus, and methods, including computer programs encoded on storage media, for an ML model training procedure. A network entity may receive a trigger to activate an ML model training procedure based on at least one of an indication from an ML model repository or a protocol of the network entity. The network entity may transmit an ML model training request to activate the ML model training at one or more nodes. The one or more nodes may be associated with a RAN that may transmit, based on receiving the ML model training request, ML model training results indicative of a trained ML model. In aspects, an apparatus, such as a UE, may train the ML model based on an ML model training configuration received from the RAN, and transmit an ML model training report indicative of the trained ML model.

    PARAMETER REPORTING TECHNIQUES FOR REDUCED CAPABILITY USER EQUIPMENT

    公开(公告)号:US20230120574A1

    公开(公告)日:2023-04-20

    申请号:US17502765

    申请日:2021-10-15

    Abstract: Methods, systems, and devices for wireless communications are described for capability indications by a reduced capability user equipment (UE) and UE-based performance measurement parameter reporting or self-organizing network (SON) parameter reporting based on the capability indications. A reduced capability UE may transmit a set of capabilities to a base station that indicate various types of parameter reporting that are supported at the UE. The base station may identify the UE as a reduced capability device, and set one or more reporting parameters based on the indicated UE capabilities. The base station may provide a reporting configuration to the UE with the one or more reporting parameters, and the UE may provide reporting of measured parameters (e.g., performance measurement parameter reporting or SON parameter reporting) based on the reporting configuration.

    MULTICAST-BROADCAST SERVICES CONFIGURATION EXCHANGE FOR MOBILITY, SINGLE-FREQUENCY NETWORK AND INTERFERENCE COORDINATION

    公开(公告)号:US20220360947A1

    公开(公告)日:2022-11-10

    申请号:US17568509

    申请日:2022-01-04

    Abstract: Methods, systems, and devices for wireless communications are described. In some systems, a first base station and a second base station may be neighbor base stations and the first base station may receive, from the second base station, information relating to a multicast-broadcast services (MBS) session context of an MBS session supported by the second base station. The first base station may use the received MBS session context information to control communication or connections between the first base station and one or more user equipment (UEs) that are served by the first base station. For example, the first base station may use the received MBS session context information for target cell selection in a handover procedure, an MBS-specific measurement configuration, interference avoidance, or system information block (SIB) construction, among various other use cases.

    APPLICATION, SERVICES, AND NETWORK SLICE BASED MEASUREMENTS FOR MINIMIZATION OF DRIVE TEST REPORTING

    公开(公告)号:US20220070709A1

    公开(公告)日:2022-03-03

    申请号:US17411434

    申请日:2021-08-25

    Abstract: In some wireless communications systems, devices may support minimization of drive test (MDT) reporting, quality of service (QoS) reporting, and quality of experience (QoE) measurements. A user equipment (UE) and the serving base station may obtain measurements in accordance with a measurement configuration that indicates various triggering events or reporting adjustment factors associated with the measurements. The measurement configuration may indicate a triggering event such as the start of an application or service at the UE, and the UE may obtain MDT or QoE measurements based on identifying the application or service. Additionally, the serving base station may obtain MDT and QoE measurements based on identifying the application and service or a notification from the UE. The UE and the serving base station may identify reporting adjustment factors based on network slicing, area configurations and times of the day affecting the reporting interval and reporting amount for the measurement report.

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