Deep reinforcement learning based power minimization for RIS-assisted MISO-OFDM systems

P Chen, W Huang, X Li, S Jin - China Communications, 2023 - ieeexplore.ieee.org
In this paper, we investigate the downlink orthogonal frequency division multiplexing
(OFDM) transmission system assisted by reconfigurable intelligent surfaces (RISs) …

[HTML][HTML] Drl-based max-min fair RIS discrete phase shift optimization for MISO-OFDM systems

P Chen, H Zhang, X Li, S Jin - Journal of Information and Intelligence, 2023 - Elsevier
In this paper, we investigate a reconfigurable intelligent surface (RIS) assisted downlink
orthogonal frequency division multiplexing (OFDM) transmission system. Taking into …

Joint beamforming optimization for reconfigurable intelligent surface-enabled MISO-OFDM systems

K Feng, X Li, Y Han, Y Chen - China Communications, 2021 - ieeexplore.ieee.org
In this paper, we investigate the reconfigurable intelligent surface (RIS)-enabled multiple-
input-single-output orthogonal frequency division multiplexing (MISO-OFDM) system under …

Harmony search-based optimization for multi-RISs MU-MISO OFDMA systems

J Lee, J Choi, J Kang - IEEE Wireless Communications Letters, 2022 - ieeexplore.ieee.org
In this letter, we aim to maximize the downlink sum-rate for multi-antenna orthogonal
frequency division multiple access (OFDMA) systems with multiple reconfigurable intelligent …

Intelligent resource allocation for IRS-enhanced OFDM communication systems: A hybrid deep reinforcement learning approach

W Wu, F Yang, F Zhou, Q Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Orthogonal frequency division multiplexing (OFDM) systems have been widely applied in
practice since OFDM has diverse outstanding advantages. However, their performance …

Intelligent resource allocations for IRS-assisted OFDM communications: a hybrid MDQN-DDPG approach

W Wu, F Yang, F Zhou, H Hu, Q Wu, RQ Hu - arXiv preprint arXiv …, 2022 - arxiv.org
In this paper, we study the resource allocation problem for an intelligent reflecting surface
(IRS)-assisted OFDM system. The system sum rate maximization framework is formulated by …

Low-cost passive beamforming for RIS-aided wideband OFDM systems

Z He, H Shen, W Xu, C Zhao - IEEE Wireless Communications …, 2021 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has become a promising solution to improve the
performance of future wireless systems with low energy consumptions. Concerning a RIS …

Progressive channel estimation and passive beamforming for RIS-assisted OFDM systems

S Lin, B Zheng, GC Alexandropoulos… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) have recently emerged as an innovative
technology for improving the energy and/or spectrum efficiency of future wireless …

Deep reinforcement learning based intelligent reflecting surface optimization for MISO communication systems

K Feng, Q Wang, X Li, CK Wen - IEEE Wireless …, 2020 - ieeexplore.ieee.org
This letter investigates the intelligent reflecting surface (IRS)-aided multiple-input single-
output wireless transmission system. Particularly, the optimization of the passive phase shift …

Passive beamforming design for reconfigurable intelligent surface-aided OFDM: A fractional programming based approach

K Feng, Y Chen, Y Han, X Li… - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is a low-cost device envisioned to achieve
substantial promotion in both spectrum and energy efficiency in the future wireless …