Energy Minimization for Federated Learning Based Radio Map Construction

Energy Minimization for Federated Learning Based Radio Map Construction

This paper studies an unmanned aerial vehicle (UAV)-enabled communication network, in which the UAV acts as an air relay serving multiple ground users (GUs) to jointly construct an accurate radio map or channel knowledge maps (CKM) through a federated learning (FL) algorithm. Radio map or CKM is a s...

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Bibliographic Details
Main Authors: Fahui Wu, Yunfei Gao, Lin Xiao, Dingcheng Yang, Jiangbin Lyu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
Subjects:
Energy efficiency
federated learning
radio map
probability user selection
resource allocation
unmanned aerial vehicle (UAV)
Online Access:https://ieeexplore.ieee.org/document/10662910/
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https://ieeexplore.ieee.org/document/10662910/

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