Hierarchical Federated Learning for Edge-Aided Unmanned Aerial Vehicle Networks

Hierarchical Federated Learning for Edge-Aided Unmanned Aerial Vehicle Networks

Federated learning (FL) allows UAVs to collaboratively train a globally shared machine learning model while locally preserving their private data. Recently, the FL in edge-aided unmanned aerial vehicle (UAV) networks has drawn an upsurge of research interest due to a bursting increase in heterogeneo...

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Bibliographic Details
Main Authors: Jamshid Tursunboev, Yong-Sung Kang, Sung-Bum Huh, Dong-Woo Lim, Jae-Mo Kang, Heechul Jung
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Applied Sciences
Subjects:
unmanned aerial vehicles
edge-aided networks
federated learning
hierarchical learning
Online Access:https://www.mdpi.com/2076-3417/12/2/670

Internet

https://www.mdpi.com/2076-3417/12/2/670

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