Patent №
US 11,432,166
Granted
2022-08-30
Filed 2020
Owner
TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
Lab
—
AI components
1
ml
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16636658
The present invention refers to a method and apparatus and computer program for detecting communities in a radio access network with a plurality of vertices (C, BBU), wherein the method comprises calculating (S11) relationship strengths (31, 41) for network connections between the vertices (C, BBU) by executing a connection strength calculation process by analyzing performance factors, decisive for network performance including cell coverage overlap, signal strength, and inter-cell interference. The method further creates (S12) a network graph with nodes, representing the vertices (C,BBU) in the network and edges, representing the network connections based on the calculated relationship strengths (31, 41) and applies (S13) an extended iterative disjoint community detection algorithm for clustering nodes into communities, wherein in each iteration imposed one or more constraints for clustering cooperating nodes into the same community are analyzed (S14).
AI classification
Ownership
TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
assignment · 517200729
Assignors
ENG, CHIN LAM, FRANK, PHILIPP, HO, MITCHELL, NG, CHEE WAI
On an employer assignment, the assignors are typically the inventors.