MULTIPLE USER MULTIPLE INPUT MULTIPLE OUTPUT SCHEDULER FOR FIXED WIRELESS ACCESS

    公开(公告)号:US20240365307A1

    公开(公告)日:2024-10-31

    申请号:US18139036

    申请日:2023-04-25

    CPC classification number: H04W72/121 H04B7/0452 H04W24/02 H04W72/542

    Abstract: Methods and systems for implementing MU-MIMO scheduling in a network are provided. The method begins with determining at least one signal condition metric for a plurality of signals used for communication between a base station and a plurality of devices. A machine learning model is trained to determine whether a device is a mobile device or a fixed wireless device using training data. The training data comprises at least one signal condition metric for the plurality of signals. Users may connect to the network by a mobile connection or through a fixed connection. An output of the machine learning model is then used to predict a type of connection to the network for each device of the plurality of devices. Then, based on the type of connection, MU-MIMO pairings are assigned to at least a portion of the plurality of devices.

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