Intelligent interference decision algorithm with prior knowledge embedded LSTM-PPO model

Intelligent interference decision algorithm with prior knowledge embedded LSTM-PPO model

Focusing on the issues of low efficiency and effectiveness in decision-making as well as the instability of traditional reinforcement learning model-based multi-function radar (MFR) jamming decision algorithms, a prior knowledge embedded long short-term memory (LSTM) network-proximal policy optimiza...

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Bibliographic Details
Main Authors: ZHANG Jingke, YANG Kai, LI Chao, WANG Hongyan
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-12-01
Series:Tongxin xuebao
Subjects:
interference decision
MFR
PPO
LSTM network
network prior knowledge
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024270/
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