SYSTEMS AND METHODS FOR DYNAMICALLY DETERMINING ABNORMAL PERIODIC SIGNALS IN A NETWORK

    公开(公告)号:US20240048998A1

    公开(公告)日:2024-02-08

    申请号:US18492331

    申请日:2023-10-23

    IPC分类号: H04W16/14 H04W24/02

    CPC分类号: H04W16/14 H04W24/02

    摘要: A device may calculate a PRB seasonal strength based on PRB data from base stations, and may scale and normalize the PRB data based on the PRB seasonal strength. The device may calculate and combine FFTs for the normalized and scaled PRB data, may calculate a z-score for the combined FFT, and may calculate FFT IQRs for frequencies of the combined FFT. The device may filter the FFT IQRs based on the z-score, may process the FFT IQRs, with a clustering model, to identify clusters of periodic interference patterns, and may aggregate the clusters. The device may identify peak data in the PRB data, and may process the peak data, with a model, to determine a parameter for clustering. The device may process the PRB data, with the clustering model, to identify final clusters of periodic interference patterns, and may perform actions based on the final clusters.

    SYSTEMS AND METHODS FOR CARRIER AGGREGATION COMBINATION USING DEVICE DATA AND NETWORK DATA

    公开(公告)号:US20240187875A1

    公开(公告)日:2024-06-06

    申请号:US18061772

    申请日:2022-12-05

    摘要: A carrier aggregation platform may obtain device data regarding first UEs associated with a geographical area and determine a data distribution of make and model combinations of the first UEs. The platform may analyze the data distribution to identify one or more make, model and/or software combinations that satisfy a threshold and determine carrier aggregation capabilities of UEs of the one or more make and model combinations. The platform may determine, based on the carrier aggregation capabilities, one or more combinations of frequency bands and a number of downlinks for the frequency bands. The platform may obtain network data indicating a carrier aggregation capability of a base station associated with the geographical area. The platform may determine carrier aggregation information based on the carrier aggregation capability, the one or more combinations of frequency bands, and the number of downlinks. Second UEs may be configured based on the carrier aggregation information