Systems and methods for identifying and correcting issues associated with a wireless network

    公开(公告)号:US12200536B2

    公开(公告)日:2025-01-14

    申请号:US17663054

    申请日:2022-05-12

    Abstract: A device may receive network data identifying an SINR, an RSSI, congestion, and throughput associated with a RAN, device data identifying latency and packet loss associated with the RAN, and an issue inference confidence score associated with a machine learning model. The device may process the network data, the device data, and the issue inference confidence score, with a model, to determine one or more issues. The device may adjust TTI bundling to generate adjusted TTI bundling, may lower a QCI or a QFI and adjust associated parameters to generate QCI/QFI adjusted parameters, may adjust slice parameters to generate adjusted slice parameters, or may adjust DRX parameters to generate adjusted DRX parameters based on the one or more issues with the RAN. The device may cause the adjusted TTI bundling, the QCI/QFI adjusted parameters, the adjusted slice parameters, or the adjusted DRX parameters to be implemented by the RAN.

Patent Agency Ranking