A CNN-Based End-to-End Learning Framework Toward Intelligent Communication Systems

A CNN-Based End-to-End Learning Framework Toward Intelligent Communication Systems

Deep learning has been applied in physical-layer communications systems in recent years and has demonstrated fascinating results that were comparable or even better than human expert systems. In this paper, a novel convolutional neural networks (CNNs)-based autoencoder communication system is propos...

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Bibliographic Details
Main Authors: Nan Wu, Xudong Wang, Bin Lin, Kaiyao Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
end-to-end learning
autoencoder
communication systems
Online Access:https://ieeexplore.ieee.org/document/8755977/

Internet

https://ieeexplore.ieee.org/document/8755977/

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