Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid
Beamforming Design

Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design

22 January 2021

G. C. Alexandropoulos

Merouane Debbah

Papers citing "Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design"

10 / 10 papers shown

Title
Antifragility of RIS-assisted Communication Systems under Jamming Attacks Mounir Bensalem Thomas Röthig Admela Jukan 24 0 0 05 May 2025
Geometry Aware Meta-Learning Neural Network for Joint Phase and Precoder Optimization in RIS Dahlia Devapriya Sheetal Kalyani 20 0 0 17 Sep 2024
RIS-empowered Topology Control for Distributed Learning in Urban Air Mobility Kai Xiong Rui Wang S. Leng Wenyang Che Chongwen Huang Chau Yuen 21 1 0 08 Mar 2024
A DRL-based Reflection Enhancement Method for RIS-assisted Multi-receiver Communications Wei Wang Peizheng Li A. Doufexi M. A. Beach 15 1 0 11 Sep 2023
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control Ziyan Yin Zhe Wang Jun Li Ming Ding Wen Chen Shi Jin 38 13 0 04 Nov 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 28 398 0 01 Jun 2022
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces G. C. Alexandropoulos Kyriakos Stylianopoulos Chongwen Huang Chau Yuen M. Bennis Mérouane Debbah 23 87 0 08 May 2022
Collaborative Intelligent Reflecting Surface Networks with Multi-Agent Reinforcement Learning Jie M. Zhang Jun Li Yijin Zhang Qing-He Wu Xiongwei Wu Feng Shu Shi Jin Wen Chen 11 20 0 26 Mar 2022
Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks Cheol Jeong Chang-Jae Chun Won-Yong Shin Il-Min Kim 23 3 0 29 Jan 2022
Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming Hamed Hojatian Jérémy Nadal J. Frigon François Leduc-Primeau 17 74 0 30 Jun 2020