Learning-Based Intelligent Reflecting Surface-Aided Cell-Free Massive MIMO Systems
Q Wang, Q Chen, Y Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is amenable to assisting cell-free wireless networks
because of its low cost and high spectrum efficiency. However, solving the IRS optimization …
because of its low cost and high spectrum efficiency. However, solving the IRS optimization …
Resource allocation in IRSs aided MISO-NOMA networks: A machine learning approach
A novel framework of intelligent reflecting surface (IRS)-aided multiple-input single-output
(MISO) non-orthogonal multiple access (NOMA) network is proposed, where a base station …
(MISO) non-orthogonal multiple access (NOMA) network is proposed, where a base station …
TD3-Based Optimization Framework for RSMA-Enhanced UAV-Aided Downlink Communications in Remote Areas
The need for reliable wireless communication in remote areas has led to the adoption of
unmanned aerial vehicles (UAVs) as flying base stations (FlyBSs). FlyBSs hover over a …
unmanned aerial vehicles (UAVs) as flying base stations (FlyBSs). FlyBSs hover over a …
Hybrid nonlinear transceiver optimization for the RIS-aided MIMO downlink
The hybrid nonlinear transceiver optimization problem of reconfigurable intelligent surface
(RIS)-aided multi-user multiple-input multiple-output (MU-MIMO) downlink is investigated …
(RIS)-aided multi-user multiple-input multiple-output (MU-MIMO) downlink is investigated …
Multi-armed bandit for distributed inter-cell interference coordination
P Coucheney, K Khawam… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In order to achieve high data rates in future wireless packet switched cellular networks,
aggressive frequency reuse is inevitable due to the scarcity of the radio resources. While …
aggressive frequency reuse is inevitable due to the scarcity of the radio resources. While …
Machine learning empowered resource allocation in IRS aided MISO-NOMA networks
A novel framework of intelligent reflecting surface (IRS)-aided multiple-input single-output
(MISO) non-orthogonal multiple access (NOMA) network is proposed, where a base station …
(MISO) non-orthogonal multiple access (NOMA) network is proposed, where a base station …
RIS-assisted multi-user MISO communications exploiting statistical CSI
Reconfigurable intelligent surface (RIS) is a promising solution to build a programmable
wireless environment with reconfigurable passive elements, which can achieve high …
wireless environment with reconfigurable passive elements, which can achieve high …
Deep learning-empowered predictive beamforming for IRS-assisted multi-user communications
The realization of practical intelligent reflecting surface (IRS)-assisted multi-user
communication (IRS-MUC) systems critically depends on the proper beamforming design …
communication (IRS-MUC) systems critically depends on the proper beamforming design …
Energy efficiency and spectral efficiency tradeoff in RIS-aided multiuser MIMO uplink systems
We study the tradeoff between energy efficiency (EE) and spectral efficiency (SE) in
multiuser multiple-input multiple-output (MIMO) uplink communications aided by a …
multiuser multiple-input multiple-output (MIMO) uplink communications aided by a …
Two-timescale-based beam training for RIS-aided millimeter-wave multi-user MISO systems
Reconfigurable intelligent surfaces (RISs), as a promising technology for 6 G
communications, have received considerable attention. Herein, we investigate the downlink …
communications, have received considerable attention. Herein, we investigate the downlink …