WirelessNet: An Efficient Radio Access Network Model Based on Heterogeneous Graph Neural Networks

WirelessNet: An Efficient Radio Access Network Model Based on Heterogeneous Graph Neural Networks

A network digital twin can enable the ability to safely and rapidly recreate what-if scenarios of mobile networks for more cost effective and intelligent network optimization. Towards enabling a network digital twin of mobile networks, accurate and efficient radio access network models are needed. I...

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Bibliographic Details
Main Authors: Jose Perdomo, M. A. Gutierrez-Estevez, Chan Zhou, Jose F. Monserrat
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Wireless network modeling
heterogeneous graph neural network
network digital twins
beyond 5G
deep learning
Online Access:https://ieeexplore.ieee.org/document/10902045/
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