A Parallel CNN-LSTM Automatic Modulation Recognition Network

Automatic modulation recognition (AMR) is crucial for signal interception and analysis in non-cooperative communication scenarios. To address the challenges of low signal-to-noise ratio (SNR) and model generalizability, this paper proposes a lightweight parallel network architecture that integrates...

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Hlavní autoři:	Weixuan Long, Shenyang Li, Xuehui Yu, Guangjun He, Jian Wang, Wenbo Zhao
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-12-01
Edice:	Applied Sciences
Témata:	non-cooperative communication deep learning automatic modulation recognition
On-line přístup:	https://www.mdpi.com/2076-3417/16/1/58
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