公开(公告)号：US11902817B2

公开(公告)日：2024-02-13

申请号：US17938434

申请日：2022-10-06

Applicant: Verizon Patent and Licensing Inc.

Inventor： Christian Winter ,  Brian A. Ward ,  Richard S. Delk ,  Xia Li

IPC: H04W24/10 ,  H04B17/345 ,  G06N3/04 ,  G06N3/08

CPC classification number: H04W24/10 ,  G06N3/04 ,  G06N3/08 ,  H04B17/345

Abstract: A device may receive input data associated with a wireless network, and may extract data from the input data to generate extracted data. The device may create PRB images based on the extracted data, and may process the PRB images, with a first model, to associate labels with each of the PRB images. The device may process the labels and the PRB images, with a second model, to identify potential issues associated with the PRB images, and may process data identifying the potential issues associated with the PRB images, with a third model, to compress the data identifying the potential issues into an array. The device may process the array, with a fourth model, to determine probability scores associated with the potential issues, and may select a potential issue with a greatest probability score as a detected issue. The device may perform actions based on the detected issue.

公开(公告)号：US11477678B2

公开(公告)日：2022-10-18

申请号：US16691400

申请日：2019-11-21

Applicant: Verizon Patent and Licensing Inc.

Inventor： Christian Winter ,  Brian A. Ward ,  Richard S. Delk ,  Xia Li

IPC: H04W24/10 ,  H04B17/345 ,  G06N3/04 ,  G06N3/08

Abstract: A device may receive input data associated with a wireless network, and may extract data from the input data to generate extracted data. The device may create PRB images based on the extracted data, and may process the PRB images, with a first model, to associate labels with each of the PRB images. The device may process the labels and the PRB images, with a second model, to identify potential issues associated with the PRB images, and may process data identifying the potential issues associated with the PRB images, with a third model, to compress the data identifying the potential issues into an array. The device may process the array, with a fourth model, to determine probability scores associated with the potential issues, and may select a potential issue with a greatest probability score as a detected issue. The device may perform actions based on the detected issue.