A novel deep learning based time-varying channel prediction method

A novel deep learning based time-varying channel prediction method

For high-speed mobile orthogonal frequency division multiplexing (OFDM) systems, a novel time-varying channel prediction method based on deep learning was proposed.To avoid the influence caused by random initialization of network parameters, the proposed method firstly obtains an ideal channel estim...

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Bibliographic Details
Main Authors: Jie ZHANG, Lihua YANG, Zenghao WANG, Bo HU, Qian NIE
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2021-01-01
Series:Dianxin kexue
Subjects:
high-speed mobility
OFDM
deep learning
BP neural network
time-varying channel prediction
pre-training
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021011/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021011/

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