Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems

In this paper, the optimization of network performance to support the deployment of federated learning (FL) is investigated. In particular, in the considered model, each user owns a machine learning (ML) model by training through its own dataset, and then transmits its ML parameters to a base statio...

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Autores principales: Wuwei Huang, Yang Yang, Mingzhe Chen, Chuanhong Liu, Chunyan Feng, H. Vincent Poor
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
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Acceso en línea:https://doaj.org/article/5cab96973b9248caa4e8c5f802714232
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