Deep Learning-Aided Multicarrier Systems

This paper proposes a deep learning (DL)-aided multicarrier (MC) system operating on fading channels, where both modulation and demodulation blocks are modeled by deep neural networks (DNNs), regarded as the encoder and decoder of an autoencoder (AE) architecture, respectively. Unlike existing AE-ba...

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Bibliographic Details
Main Author: Luong, Thien Van
Other Authors: Ko, Youngwook
Format: Article
Language:English
Published: IEEE Transactions on Wireless Communications 2021
Subjects:
DNN
Online Access:https://ieeexplore.ieee.org/document/9271932
https://dlib.phenikaa-uni.edu.vn/handle/PNK/1777
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