Dual Residual Denoising Autoencoder with Channel Attention Mechanism for Modulation of Signals

Aiming to address the problems of the high bit error rate (BER) of demodulation or low classification accuracy of modulation signals with a low signal-to-noise ratio (SNR), we propose a double-residual denoising autoencoder method with a channel attention mechanism, referred to as DRdA-CA, to improv...

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Detalles Bibliográficos
Autores principales: Duan, Ruifeng, Chen, Ziyu, Zhang, Haiyan, Wang, Xu, Meng, Wei, Sun, Guodong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861137/
https://www.ncbi.nlm.nih.gov/pubmed/36679819
http://dx.doi.org/10.3390/s23021023

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861137/
https://www.ncbi.nlm.nih.gov/pubmed/36679819
http://dx.doi.org/10.3390/s23021023

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