A Novel Complex-Valued Hybrid Neural Network for Automatic Modulation Classification

A Novel Complex-Valued Hybrid Neural Network for Automatic Modulation Classification

Currently, dealing directly with in-phase and quadrature time series data using the deep learning method is widely used in signal modulation classification. However, there is a relative lack of methods that consider the complex properties of signals. Therefore, to make full use of the inherent relat...

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Bibliographic Details
Main Authors: Zhaojing Xu, Shunhu Hou, Shengliang Fang, Huachao Hu, Zhao Ma
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
automatic modulation classification (AMC)
complex-valued convolutional neural networks
complex-valued neural networks (CVNNs)
deep learning (DL)
in-phase and quadrature time series data
Online Access:https://www.mdpi.com/2079-9292/12/20/4380

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https://www.mdpi.com/2079-9292/12/20/4380

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