Radio device anomaly detection
    2.
    发明授权

    公开(公告)号:US12010533B2

    公开(公告)日:2024-06-11

    申请号:US17566774

    申请日:2021-12-31

    CPC classification number: H04W24/04 H04L41/0654 H04L43/0817 H04W8/005

    Abstract: Systems and methods of identifying anomalies within radio devices. The method includes obtaining raw radio data from a radio device of a plurality of radio devices, identifying a radio performance indicator related to an operational performance, determining a long-term and a short-term average of the indicator based on previously received indicators from the device, and determining a weighted ratio of the long-term and short-term average based on an age of the indicator and an amount of the previously received indicators. The method includes generating a curated indicator from the weighted ratio and the indicator, deriving, from a plurality of curated indicators from the plurality of devices and the curated indicator, a curated group average, determining an anomaly in the operational performance of the radio device based on a comparison of the curated indicator and the curated group average, determining a recommended action, and transmitting an electronic notification indicating the action.

    RADIO DEVICE ANOMALY DETECTION
    3.
    发明公开

    公开(公告)号:US20230217272A1

    公开(公告)日:2023-07-06

    申请号:US17566774

    申请日:2021-12-31

    CPC classification number: H04W24/04 H04L41/0654 H04L43/0817 H04W8/005

    Abstract: Systems and methods of identifying anomalies within radio devices. The method includes obtaining raw radio data from a radio device of a plurality of radio devices, identifying a radio performance indicator related to an operational performance, determining a long-term and a short-term average of the indicator based on previously received indicators from the device, and determining a weighted ratio of the long-term and short-term average based on an age of the indicator and an amount of the previously received indicators. The method includes generating a curated indicator from the weighted ratio and the indicator, deriving, from a plurality of curated indicators from the plurality of devices and the curated indicator, a curated group average, determining an anomaly in the operational performance of the radio device based on a comparison of the curated indicator and the curated group average, determining a recommended action, and transmitting an electronic notification indicating the action.

Patent Agency Ranking