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Deep Learning-Aided Modulation Recognition for Non-Orthogonal Signals

Automatic Modulation Recognition (AMR) can obtain the modulation mode of the received signal for subsequent processing without the assistance of the transmitter. Although the existing AMR methods have been mature for the orthogonal signals, these methods face challenges when deployed in non-orthogon...

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Principais autores: Jiaqi Fan, Linna Wu, Jinbo Zhang, Junwei Dong, Zhong Wen, Zehui Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-05-01
coleção:Sensors
Assuntos:
automatic modulation recognition
non-orthogonal signal
deep learning
BiLSTM
transfer learning
attention mechanism
Acesso em linha:https://www.mdpi.com/1424-8220/23/11/5234
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