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US Patent 11146978 KPI anomaly detection for radio access networks

Patent 11146978 was granted and assigned to T-Mobile US on October, 2021 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
T-Mobile US
T-Mobile US
Current Assignee
T-Mobile US
T-Mobile US
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11146978
Patent Inventor Names
Prem Kumar Bodiga0
Adam Lemow0
Ariz Jacinto0
Hermie Padua0
John Carlo Ventura0
Norlinda Langub0
Date of Patent
October 12, 2021
Patent Application Number
20200205
Date Filed
February 5, 2020
Patent Citations Received
‌
US Patent 11785492 Key performance indicator anomaly identifier
Patent abstract

An analyzer configured to monitor a radio access network (RAN) of a cellular network is provided. The RAN includes multiple clusters that each includes multiple sites and multiple cells. The analyzer receives a multiple key performance indicator (KPI) measurements from the multiple clusters. Each KPI measurements generated for one of several KPI types. The analyzer receives information identifying anomalous KPI measurements in the received KPI measurements. For a cluster of the RAN, the analyzer identifies one or more common anomalous KPI types that satisfy a ubiquity criterion. The analyzer ranks the identified common anomalous KPI types for the cluster based on an anomaly metric that is derived from the anomalous KPI measurements generated for each identified common anomalous KPI type. The analyzer outputs a list of common anomalous KPI types for the cluster based on the ranking.

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