Automatic Modulation Classification Scheme Based on LSTM With Random Erasing and Attention Mechanism

Automatic modulation classification (AMC) is a key technology of cognitive radio used in non-cooperative communication. Recently, deep learning has been applied to AMC tasks. In this paper, an AMC scheme based on deep learning is proposed, which combines random erasing and attention mechanism to ach...

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Bibliographic Details
Main Authors: Yufan Chen, Wei Shao, Jin Liu, Lu Yu, Zuping Qian
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9170506/