Evolving Multi-Branch Attention Convolutional Neural Networks for Online RIS Configuration

In this paper, we consider the problem of jointly controlling the configuration of a Reconfigurable Intelligent Surface (RIS) with unit elements of discrete responses and a codebook-based transmit precoder in RIS-empowered Multiple-Input Single-Output (MISO) communication systems. The adjustable ele...

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Bibliographic Details

Published in:	IEEE transactions on cognitive communications and networking p. 1
Main Authors:	Stamatelis, George, Stylianopoulos, Kyriakos, Alexandropoulos, George C.
Format:	Journal Article
Language:	English
Published:	IEEE 2025
Subjects:	adaptive decision making attention network Data mining deep neuroevolution discrete phase response Europe MISO Optimization Precoding Real-time systems Reconfigurable intelligent surface Reconfigurable intelligent surfaces Training Vectors Wireless communication
ISSN:	2332-7731, 2332-7731
Online Access:	Get full text
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