Intelligent infrastructure management in a cloud radio access network
US11924053B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jun 13, 2022 |
| Grant date | Mar 5, 2024 |
| Priority date | — |
| Expiry date | Jun 13, 2042 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04W88/085
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Techniques are disclosed for intelligent infrastructure management in a radio access network. For example, a method obtains, from a plurality of baseband units of a radio access network, a plurality of data sets, wherein respective ones of the plurality of data sets correspond to operational statistics of respective ones of the plurality of baseband units. The method then generates a forecasted data set corresponding to one or more predicted operational statistics of each of the subset of baseband units, wherein the forecasted data set is generated using a first machine learning model. The method analyzes the forecasted data set to predict a future occurrence of a technical issue and to determine at least one corrective action for the predicted future occurrence of the technical issue, wherein the analysis is performed using a second machine learning model. The method then causes initiation of the at least one corrective action.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.