ML-based communications management for XR services

Peñaherrera, Oswaldo; Baena, Carlos; Fortes, Sergio; Baena, Eduardo; Barco, Raquel

doi:10.36227/techrxiv.21268680.v2

Video360_Magazine__TechrXiv_v1.pdf (1.48 MB)

ML-based communications management for XR services

preprint

posted on 2023-06-07, 02:42 authored by Oswaldo PeñaherreraOswaldo Peñaherrera, Carlos Baena, Sergio FortesSergio Fortes, Eduardo Baena, Raquel Barco

This paper presents a novel ML-based framework for the management of Metaverse XR services using new-generation 5G/B5G mobile networks. This strategy uses KQI (Key Quality Indicators) to measure, estimate and optimize the network. Examples of the performance are provided using the 360-Video use case.