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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Bibliographic Details
Main Authors: Hui Li, Ming Li
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0234068