RADIO DEVICE ANOMALY DETECTION

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.