Verizon Patent and Licensing Inc.

Richard S Delk

Brian A Ward

Christian Winter

Xia Li

Jason A Birr

Deborah Lynn Liske

A device may receive uplink physical resource block (PRB) interference data from a base station, and may process the uplink PRB interference data, with a first machine learning model, to generate same sector similarity score data for the base station. The device may process the same sector similarity score data, with a second machine learning model, to identify and classify at least one antenna issue of the base station, and may create sector-carrier pair data, from the same sector similarity score data, based on the at least one antenna issue. The device may process the sector-carrier pair data, with a third machine learning model, to identify issues that span sector carriers of the base station, and may calculate an issue status and alignment score based on the issues and the same sector similarity score data. The device may perform actions based on the issue status and alignment score.

Systems and methods for utilizing machine learning models to determine radio access network antenna performance impact

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.

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Irmo, SC, United States of America

Richard S Delk