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Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks

This research aims to analyze the effects of different parameter estimation on the recognition performance of satellite modulation signals based on deep learning (DL) under low signal to noise ratio (SNR) or channel non-ideal conditions. In this study, first, the common characteristics of broadband...

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Detalles Bibliográficos
Autores principales: Li, Hui, Li, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7357751/
https://www.ncbi.nlm.nih.gov/pubmed/32658924
http://dx.doi.org/10.1371/journal.pone.0234068