Machine‐learning‐based pilot symbol assisted channel prediction

Abstract In this paper, machine learning (ML) algorithms are used for channel prediction in wireless communications. The performances of five ML algorithms are compared in terms of the prediction accuracy and the symbol error rate (SER) of different modulation schemes based on the prediction. The re...

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Bibliographic Details
Main Authors: Youjie Ye, Yunfei Chen
Format: Article
Language:English
Published: Wiley 2022-05-01
Series:IET Communications
Online Access:https://doi.org/10.1049/cmu2.12390