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CNN-based modulation classification using image processing techniques for OFDM underwater acoustic communication system

Abstract Automatic modulation classification (AMC) can be used to identify modulation schemes from received signals over underwater acoustic (UWA) communication channels. Depending on the state of the channel, transmission parameters in UWA channels can be adjusted to enhance system efficiency. The...

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Principais autores: Mohamed A. Abdel-Moneim, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie, Khaled Ramadan, Khalil F. Ramadan, Nariman Abdel-Salam
Formato: Artigo
Idioma:Inglês
Publicado em: SpringerOpen 2025-09-01
coleção:Journal of Electrical Systems and Information Technology
Assuntos:
Automatic modulation classification (AMC)
Underwater acoustic (UWA) channel
Orthogonal frequency division multiplexing (OFDM)
Constellation diagram
Equalization
Image preprocessing
Acesso em linha:https://doi.org/10.1186/s43067-025-00263-4
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