Modulation Recognition of Digital Signal Based on Deep Auto-Ancoder Network

Automated Modulation Classification (AMC) shows great significance for any receiver that has little knowledge of the modulation scheme of the received signal. A useful digital signal modulation recognition scheme inspired by the deep auto-encoder network is proposed in this investigation. In our pro...

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Bibliographic Details

Published in:	2017 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C) pp. 256 - 260
Main Authors:	Tu Ya, Yun Lin, Hui Wang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2017
Subjects:	Algorithm design and analysis Classification algorithms cyclic feature deep autoencoder network Feature extraction Modulation Modulation recognition Signal processing algorithms Signal to noise ratio Wavelet transforms
Online Access:	Get full text
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