Proximal policy optimization-based transmit beamforming and phase-shift design in an IRS-aided ISAC system for the THz band

X Liu, H Zhang, K Long, M Zhou, Y Li… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In this paper, an IRS-aided integrated sensing and communications (ISAC) system operating
in the terahertz (THz) band is proposed to maximize the system capacity. Transmit …

Hybrid reinforcement learning for STAR-RISs: A coupled phase-shift model based beamformer

R Zhong, Y Liu, X Mu, Y Chen, X Wang… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
A simultaneous transmitting and reflecting reconfigurable intelligent surface (STAR-RIS)
assisted multi-user downlink multiple-input single-output (MISO) communication system is …

Robust probabilistic-constrained optimization for IRS-aided MISO communication systems

TA Le, T Van Chien, M Di Renzo - IEEE wireless …, 2020 - ieeexplore.ieee.org
Taking into account imperfect channel state information, this letter formulates and solves a
joint active/passive beamforming optimization problem in multiple-input single-output …

Joint active and passive beamforming design for IRS-assisted multi-user MIMO systems: A VAMP-based approach

HU Rehman, F Bellili, A Mezghani… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper tackles the problem of joint active and passive beamforming optimization for an
intelligent reflective surface (IRS)-assisted multi-user downlink multiple-input multiple-output …

Robust design for intelligent reflecting surface-assisted MIMO-OFDMA terahertz IoT networks

W Hao, G Sun, M Zeng, Z Chu, Z Zhu… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Terahertz (THz) communication has been regarded as one promising technology to
enhance the transmission capacity of future Internet-of-Things (IoT) users due to its ultrawide …

Robust beamforming and phase shift design for IRS-enhanced multi-user MISO downlink communication

J Wang, YC Liang, S Han, Y Pei - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS), with a large number of reflective elements, is a promising
technology to achieve both spectrum and energy efficient wireless communication. The IRS …

Two-timescale beamforming optimization for intelligent reflecting surface aided multiuser communication with QoS constraints

MM Zhao, A Liu, Y Wan, R Zhang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is an emerging technology that is able to reconfigure the
wireless channel via tunable passive signal reflection and thereby enhance the …

Low-complexity robust beamforming design for IRS-aided MISO systems with imperfect channels

Y Omid, SMM Shahabi, C Pan, Y Deng… - IEEE …, 2021 - ieeexplore.ieee.org
In this letter, large-scale intelligent reflecting surface (IRS)-assisted multiple-input single-
output (MISO) system is considered in the presence of channel uncertainty. To maximize the …

Sum-rate maximization for RIS-assisted integrated sensing and communication systems with manifold optimization

E Shtaiwi, H Zhang, A Abdelhadi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) is a key enabler for next-generation wireless
communication systems to improve spectral efficiency. However, the coexistence of sensing …

Double deep learning for joint phase-shift and beamforming based on cascaded channels in RIS-assisted MIMO networks

K Li, C Huang, Y Gong, G Chen - IEEE wireless …, 2023 - ieeexplore.ieee.org
This letter investigates machine learning approach for the joint optimal phase shift and
beamforming in the reconfigurable intelligent surface (RIS) assisted multiple-input and …