Automatic Modulation Classification: A Deep Learning Enabled Approach.

IEEE Transactions on Vehicular Technology(2018)

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摘要
Automatic modulation classification (AMC), which plays critical roles in both civilian and military applications, is investigated in this paper through a deep learning approach. Conventional AMCs can be categorized into maximum likelihood (ML) based (ML-AMC) and feature-based AMC. However, the practical deployment of ML-AMCs is difficult due to its high computational complexity, and the manually e...
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关键词
Modulation,Feature extraction,Signal to noise ratio,Training,Machine learning,Receivers,Convolution
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