Meta-Reinforcement Learning in Time-Varying UAV Communications: Adaptive Anti-Jamming Channel Selection

Unmanned Aerial Vehicle (UAV) communication networks are vulnerable to malicious jamming and co-channel interference, deteriorating the performance of the networks. Therefore, the exploration of anti-jamming methods to enhance communication security becomes a significant challenge. In this paper, we...

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Bibliographic Details

Published in:	Radioengineering
Main Authors:	L. Hu, Y. Shao, Y. Qian, F. Du, J. Li, Y. Lin, Z. Wang
Format:	Article
Language:	English
Published:	Spolecnost pro radioelektronicke inzenyrstvi 2024-09-01
Subjects:	unmanned aerial vehicle (uav) communication anti-jamming meta-reinforcement learning mean field
Online Access:	https://www.radioeng.cz/fulltexts/2024/24_03_0417_0431.pdf