Telefonaktiebolaget Lm Ericsson (publ)

Barjinder Kochar

Amos Kao

Daniel Wilson

Ravi Kiran Kotty

Paluk Goyal

Varun Juyal

Niharika Yadav

Aritra Sen

David Fernandez

A method and system for predicting a state of a cell in a radio access network are described herein. The method includes obtaining information of the cell, determining one or more sets of conditions based on the information and predicting that the cell will enter a sleeping state when at least one set of the one or more sets of conditions is fulfilled. The method further includes outputting an action to prevent the cell from entering the sleeping state based on the probability and a number of wireless devices currently connected to the cell.

Method and system for predicting a state of a cell in radio access network

A method for predicting cell accessibility issues for a mobile network. The method includes receiving a set of metrics from the mobile network, processing a set of key performance indicators (KPIs) derived from the set of metrics in an ensemble machine learning model, the ensemble machine learning model including an RRC model, an RACH model, an ERAB model, and an Ssignaling model to generate at least one cell accessibility degradation prediction and a confidence score, and applying a root cause mapping to the at least one cell accessibility degradation prediction and the confidence score to identify at least one recommended action to correct a correlated cell accessibility issue.

Cell accessibility prediction and actuation

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New Delhi, India

Barjinder Kochar