ACTIVATING INTELLIGENT WIRELESS COMMUNCIATION DEVICE REPORTING IN A WIRELESS NETWORK

    公开(公告)号:US20230388817A1

    公开(公告)日:2023-11-30

    申请号:US18032370

    申请日:2021-10-21

    IPC分类号: H04W24/02 H04L41/16

    CPC分类号: H04W24/02 H04L41/16

    摘要: Systems and methods for activating intelligent wireless communication device reporting in a wireless network are disclosed. Embodiments of a method performed by a wireless communication device for machine-learned optimization of wireless networks is proposed. In one embodiment, the method includes sending, to a network node, information that indicates one or more capabilities of the wireless communication device for reporting of predicted values that are predicted by the wireless communication device using one or more machine learning capabilities of the wireless communication device. The method further includes receiving, from the network node, a request. The request includes (a) a request to start reporting predicted values, (b) a request to start training a machine learning model for generating predicted values, or (c) both (a) and (b). The method further includes performing one or more actions in response to receiving the request.

    MANAGING A WIRELESS DEVICE THAT IS OPERABLE TO CONNECT TO A COMMUNICATION NETWORK

    公开(公告)号:US20230262448A1

    公开(公告)日:2023-08-17

    申请号:US18016166

    申请日:2021-07-07

    发明人: Henrik Rydén

    IPC分类号: H04W8/22 H04W64/00 G06N20/00

    CPC分类号: H04W8/22 H04W64/006 G06N20/00

    摘要: Methods are provided for managing a wireless device that is operable to connect to a communication network comprising a Radio Access Network (RAN). One method, performed by a node of the communication network, comprises: selecting, on the basis at least of information about one or more of a behavior of the wireless device and a radio environment experienced by the wireless device, a machine-learning (ML) model from a plurality of candidate ML models to be downloaded to the wireless device, the candidate models providing outputs on the basis of which respective RAN operations performed by the wireless device are configured; and causing transmission of the selected ML model to the wireless device for execution by the wireless device.