Radio device anomaly detection
US12010533B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Dec 31, 2021 |
| Grant date | Jun 11, 2024 |
| Priority date | — |
| Expiry date | Jan 7, 2043 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04W8/005
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
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.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.