Multi‐input fully CNN for joint pilot decontamination and symbol detection in 5G massive MIMO

Multi‐input fully CNN for joint pilot decontamination and symbol detection in 5G massive MIMO

Abstract This paper presents a multi‐input deep learning‐based joint pilot decontamination and symbol detection (SD) technique for 5G massive multiple‐input multiple‐output (MAMIMO) systems. It consists of a fully convolutional neural network (FCNN) that finds the 5G channel coefficients using pre‐k...

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Bibliographic Details
Main Authors: Crallet M. Victor, Alloys N. Mvuma, Salehe I. Mrutu
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:IET Communications
Subjects:
5G massive MIMO
channel estimation
fully convolutional neural networks
multi‐input deep neural networks
pilot contamination
symbol detection
Online Access:https://doi.org/10.1049/cmu2.12670

Internet

https://doi.org/10.1049/cmu2.12670

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