Predicting an attribute of a wireless telecommunication network, such as a 5G network
US12192790B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Oct 27, 2021 |
| Grant date | Jan 7, 2025 |
| Priority date | — |
| Expiry date | May 28, 2043 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04W24/08
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
The system obtains multiple KPIs and multiple configuration parameters directly from a wireless telecommunication network. The multiple KPIs indicate an observed performance associated with the wireless telecommunication network. The multiple configuration parameters indicate a configuration of the wireless telecommunication network. The system predicts a value of a difficult to predict attribute of the wireless telecommunication network, where the difficult to predict attribute depends on multiple other attributes associated with the wireless telecommunication network. To make the prediction, the system provides the multiple key performance indicators and the multiple configuration parameters to a machine learning model. The machine learning model predicts the value of the difficult to predict attribute associated with the wireless telecommunication network based on multiple key performance indicators and the multiple configuration parameters.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.