Multi‐target cognitive electronic reconnaissance for unmanned aerial vehicles based on scene reconstruction

Multi‐target cognitive electronic reconnaissance for unmanned aerial vehicles based on scene reconstruction

Abstract Model‐free deep reinforcement learning (DRL) is regarded as an effective approach for multi‐target cognitive electronic reconnaissance (MCER) missions. However, DRL networks with poor generalisation can significantly reduce mission completion rates when parameters such as reconnaissance are...

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Bibliographic Details
Main Authors: Yun Zhang, Shixun You, Yunbin Yan, Qiaofeng Ou, Jie Liu, Ling Chen, Xiang Zhu
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Radar, Sonar & Navigation
Subjects:
aerospace control
autonomous aerial vehicles
decision making
electronic warfare
learning (artificial intelligence)
Online Access:https://doi.org/10.1049/rsn2.12668
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