Richtlinienbasierte Leistungsverwaltung für Hochskalierbare O-Ran-Netzwerke

Details

Veröffentlichungs-Nr.

EP4418718

Aktenzeichen

EP24157602

Anmeldetag

14. Februar 2024

Veröffentlichung

27. August 2025

Erteilung

27. August 2025

Rechtsraum

EP

IPC

H04W24/02G06N20/00

Abstract

A method for enhanced radio resource management of radio access network (RAN) based on machine-learning-based technique includes: deploying a trained machine-learning-based model trained on a plurality of RAN-related parameters for a selected user equipment (UE) on the RAN, including i) plurality of trained weights for determining scheduling priority of the selected UE, ii) a network operator policy influencing scheduling priority of the selected UE, and iii) at least one of Packet Delay Budget (PDB), a target guaranteed bit rate (GBR), and proportional fair (PF) metric of the selected UE; computing, at the RIC, a difference between two consecutive overall error functions for PDB, GBR, and PF calculated based on corresponding observed values at two consecutive sampling time points; and updating, at the RIC, the plurality of weights based on the difference between the first and second overall error functions.

Anmelder

Firmen

Mavenir US Inc.
Mavenir Systems, Inc.

Land

🇺🇸 USA

Fachgebiete