Deep Learning Aided Method for Automatic Modulation Recognition

Deep Learning Aided Method for Automatic Modulation Recognition

Automatic modulation recognition (AMR) is considered one of most important techniques in the non-cooperative wireless communication systems. Traditional algorithms, e.g., support vector machine (SVM) based on high order cumulants (HOC), are hard to achieve the reliable performance. In this paper, we...

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Bibliographic Details
Main Authors: Cheng Yang, Zhimin He, Yang Peng, Yu Wang, Jie Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Automatic modulation recognition (AMR)
deep learning (DL)
convolutional neural networks (CNN)
recurrent neural networks (RNN)
Online Access:https://ieeexplore.ieee.org/document/8789450/

Internet

https://ieeexplore.ieee.org/document/8789450/

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