OPTIMIZING RADIO CELL QUALITY FOR CAPACITY AND QUALITY OF SERVICE USING MACHINE LEARNING TECHNIQUES

A method for optimizing a radio access network includes receiving at least one area of the radio access network to be analyzed from a user and receiving a desired outcome from a user. A plurality of network monitoring parameters related to a user requested analysis is identified. The identified plur...

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Bibliographische Detailangaben
Hauptverfasser: Froehlich, Robert William, Kreher, Ralf
Format: Patent
Sprache:eng
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Zusammenfassung:A method for optimizing a radio access network includes receiving at least one area of the radio access network to be analyzed from a user and receiving a desired outcome from a user. A plurality of network monitoring parameters related to a user requested analysis is identified. The identified plurality of network monitoring parameters is correlated. A root cause analysis is performed using an automated classification model based on the correlated plurality of network monitoring parameters. A recommendation related to the desired outcome is generated based on the performed root cause analysis.