Cluster channel equalization using adaptive sensing and reinforcement learning for UAV communication

Aiming to address the need for dynamic sensing and channel equalization in UAV cluster communication environments, this article introduces an equalization algorithm based on a U-Net model and fuzzy reinforcement Q-learning (U-FRQL-EA). This algorithm is designed to enhance the channel sensing and eq...

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Bibliographic Details
Main Authors: Xin Liu, Shanghong Zhao, Yanxia Liang, Shahid Karim
Format: Article
Language:English
Published: PeerJ Inc. 2024-12-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-2557.pdf
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