LOAD MANAGEMENT OF OVERLAPPING CELLS BASED ON USER THROUGHPUT

LOAD MANAGEMENT OF OVERLAPPING CELLS BASED ON USER THROUGHPUT

Systems, methods, and software for load management among a plurality of cells that overlap a sector within a Radio Access Network (RAN). In one embodiment, a system receives, at a machine learning system, input data for a sector of the RAN having a plurality of cells overlapping at the sector. The s...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: PISCHEDDA, Marco, GEMELLI, Riccardo, VOESE, Reinhard, CORBETTA, Giuliano
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
WIRELESS COMMUNICATIONS NETWORKS
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Beschreibung
Zusammenfassung:Systems, methods, and software for load management among a plurality of cells that overlap a sector within a Radio Access Network (RAN). In one embodiment, a system receives, at a machine learning system, input data for a sector of the RAN having a plurality of cells overlapping at the sector. The system processes the input data at the machine learning system to determine recommended load distribution parameters for the sector based on a machine learning model, where the recommended load distribution parameters are configured to maximize an aggregated user throughput of the sector. The system applies the recommended load distribution parameters in the sector to distribute users among the cells.