A Hierarchical Classification Head Based Convolutional Gated Deep Neural Network for Automatic Modulation Classification

Author:

Chang Shuo1ORCID,Zhang Ruiyun1ORCID,Ji Kejia1ORCID,Huang Sai1ORCID,Feng Zhiyong1ORCID

Affiliation:

1. Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Beijing Natural Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications

Reference38 articles.

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2. ImageNet classification with deep convolutional neural networks;krizhevsky;Proc Adv Neural Inf Process Syst,2012

3. Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks

4. Deep neural network architectures for modulation classification

5. Densely connected convolutional networks;huang;Proc IEEE Conf Comput Vis Pattern Recognit,2017

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