A Deep Learning-Driven Solution to Limited-Feedback MIMO Relaying Systems

A Deep Learning-Driven Solution to Limited-Feedback MIMO Relaying Systems

In this work, we investigate a new design strategy for the implementation of a deep neural network (DNN)-based limited-feedback relay system by using conventional filters to acquire training data in order to jointly solve the issues of quantization and feedback. We aim to maximize the effective chan...

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Bibliographic Details
Main Authors: Kwadwo Boateng Ofori-Amanfo, Bridget Durowaa Antwi-Boasiako, Prince Anokye, Suho Shin, Kyoung-Jae Lee
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Mathematics
Subjects:
multiple-input multiple-output (MIMO)
deep learning (DL)
deep neural network (DNN)
limited feedback
relay
symbol error rate (SER)
Online Access:https://www.mdpi.com/2227-7390/13/14/2246
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