Multiple access techniques for intelligent and multi-functional 6G: Tutorial, survey, and outlook

B Clerckx, Y Mao, Z Yang, M Chen, A Alkhateeb… - arXiv preprint arXiv …, 2024 - arxiv.org
Multiple access (MA) is a crucial part of any wireless system and refers to techniques that
make use of the resource dimensions to serve multiple users/devices/machines/services …

Profit-aware cooperative offloading in uav-enabled mec systems using lightweight deep reinforcement learning

Z Chen, J Zhang, X Zheng, G Min, J Li… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In mobile edge computing (MEC) systems, unmanned aerial vehicles (UAVs) facilitate edge
service providers (ESPs) offering flexible resource provisioning with broader communication …

Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach

MA Fallah, M Monemi, M Rasti, M Latva-Aho - arXiv preprint arXiv …, 2024 - arxiv.org
3D spot beamfocusing (SBF), in contrast to conventional angular-domain beamforming,
concentrates radiating power within very small volume in both radial and angular domains in …

Deep Reinforcement Learning based Downlink Beamforming and Phase Optimization for RIS-Aided Communication System

L Li, Y Yang, L Bao, Z Gao, Y Wu… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has been envisioned as a critical technology for the
future wireless communication systems. However, the inter-cell interference and the …

DRL-Based Resource Allocation of RIS-Aided OFDMA System with Limited Fronthaul Capacity

P Zhao, Y Xu - … in Communications, Signal Processing, and Systems, 2023 - Springer
In this paper, resource allocation and RIS regulation in reconfigurable intelligent surface
(RIS) enhanced orthogonal frequency division multiple access (OFDMA) systems in cloud …