At the Dawn of Generative AI Era: A tutorial-cum-survey on new frontiers in 6G wireless intelligence

A Celik, AM Eltawil - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
As we transition from the 5G epoch, a new horizon beckons with the advent of 6G, seeking a
profound fusion with novel communication paradigms and emerging technological trends …

Physics-informed metaheuristics for fast RIS codebook compilation

AI Papadopoulos, SI Raptis, A Lalas… - IEEE …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RIS) can actively manipulate the wave propagation
within a space, even in unconventional ways, enabling software-defined wireless …

Multi-agent deep reinforcement learning for beam codebook design in RIS-aided systems

A Abdallah, A Celik, MM Mansour… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) play a vital role in future wireless systems with the
capability of enhancing propagation environments by intelligently reflecting the signals …

Uplink assisted mimo channel feedback method based on deep learning

Q Liu, J Sun, P Wang - Entropy, 2023 - mdpi.com
In order to solve the problem wherein too many base station antennas are deployed in a
massive multiple-input–multiple-output system, resulting in high overhead for downlink …

Environment-Aware Codebook for RIS-Assisted MU-MISO Communications: Implementation and Performance Analysis

Z Yu, J An, L Gan, C Yuen - arXiv preprint arXiv:2404.00265, 2024 - arxiv.org
Reconfigurable intelligent surface (RIS) provides a new electromagnetic response control
solution, which can reshape the characteristics of wireless channels. In this paper, we …

Environment-Aware Codebook Design for RIS-Assisted MU-MISO Communications: Implementation and Performance Analysis

Z Yu, J An, E Basar, L Gan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) provides a new electromagnetic response control
solution, which can proactively reshape the characteristics of wireless channel …

Multi-Agent DRL for Distributed Codebook Design in RIS-aided Cell-Free Massive MIMO Networks

A Abdallah, A Celik, MM Mansour… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes an innovative approach for enhancing network capacity and coverage
by integrating cell-free massive multiple-input multiple-output (CF-mMIMO) networks with …

A Survey On Federated Learning for Reconfigurable Intelligent Metasurfaces-Aided Wireless Networks

SK Das, B Champagne… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Wireless networks are increasingly relying on machine learning (ML) paradigms to provide
various services at the user level. Yet, it remains impractical for users to offload their …

Codebook configuration for ris-aided systems via implicit neural representations

H Yang, R Xiong, Y Xiao, Z Fan, T Mi… - ICC 2024-IEEE …, 2024 - ieeexplore.ieee.org
Reconfigurable Intelligent Surface (RIS) is envisioned to be an enabling technique in 6G
wireless communications. By configuring the reflection beamforming codebook, RIS focuses …

Achieving Optimum Received Power for Discrete-Phase RISs With Elementwise Updates in the Least Number of Steps

DK Pekcan, E Ayanoglu - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
The problem of optimizing discrete phases in a reconfigurable intelligent surface (RIS) to
maximize the received power at a user equipment is addressed. Necessary and sufficient …