The Rayleigh Fading Channel Prediction via Deep Learning

This paper presents a multi-time channel prediction system based on backpropagation (BP) neural network with multi-hidden layers, which can predict channel information effectively and benefit for massive MIMO performance, power control, and artificial noise physical layer security scheme design. Mea...

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Bibliographic Details
Main Authors: Run-Fa Liao, Hong Wen, Jinsong Wu, Huanhuan Song, Fei Pan, Lian Dong
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2018/6497340