Invention Grant
- Patent Title: Managing access points of a cellular network
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Application No.: US17230448Application Date: 2021-04-14
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Publication No.: US12328601B2Publication Date: 2025-06-10
- Inventor: David Ronen , Dan Weil , Yaniv Vaknin
- Applicant: QGT INTERNATIONAL, INC.
- Applicant Address: US CA San Diego
- Assignee: QGT INTERNATIONAL, INC.
- Current Assignee: QGT INTERNATIONAL, INC.
- Current Assignee Address: US CA San Diego
- Agent Arun Swain
- Main IPC: H04W24/02
- IPC: H04W24/02 ; G06N3/04 ; H04W24/08 ; H04W84/18

Abstract:
There are provided a method and system to control traffic in a cellular network comprising a plurality of access points (APs) serving a plurality of user equipment devices (UEs). The method comprises: using a machine learning (ML) model to classify at least part of the APs in accordance with a first part of AP metrics thereof, thereby giving rise to a plurality of classes, each comprising peering APs; for a given class, processing AP performance metrics of peering APs classified to the given class to identify, among them, one or more first APs with negative performance variations above a variation threshold and, thereby, requiring corrective actions; and enabling one or more corrective actions with regard to the identified one or more first APs.
Public/Granted literature
- US20210235287A1 MANAGING ACCESS POINTS OF A CELLULAR NETWORK Public/Granted day:2021-07-29
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