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Novel Deep-Learning Modulation Recognition Algorithm Using 2D Histograms over Wireless Communications Channels

Modulation recognition (MR) has become an essential topic in today’s wireless communications systems. Recently, convolutional neural networks (CNNs) have been employed as a potent tool for MR because of their ability to minimize the feature’s susceptibility to its surroundings and reduce the need fo...

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Detalles Bibliográficos
Autores principales: Marey, Amr, Marey, Mohamed, Mostafa, Hala
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501192/
https://www.ncbi.nlm.nih.gov/pubmed/36144159
http://dx.doi.org/10.3390/mi13091533