Wireless Channel Prediction of GRU Based on Experience Replay and Snake Optimizer

Aiming at the problem of poor prediction accuracy of Channel State Information (CSI) caused by fast time-varying channels in wireless communication systems, this paper proposes a gated recurrent network based on experience replay and Snake Optimizer for real-time prediction in real-world non-station...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Qingli Liu, Peiling Wang, Jiaxu Sun, Rui Li, Yangyang Li
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Subjects:	channel prediction GRU snake optimizer experience replay online training
Online Access:	https://www.mdpi.com/1424-8220/23/14/6270