An Online Learning-based Intelligent Dynamic Resource Allocation for Reconfigurable Intelligent Surface Assisted Wireless Network

Y Zhang - 2024 - scholarworks.unr.edu
In today's era of information globalization, the demand for wireless network data capacity is
rapidly increasing. The available frequency resources of millimeter waves (mmWave) far …

Optimal resource allocation for reconfigurable intelligent surface assisted dynamic wireless network via online reinforcement learning

Y Zhang, H Xu - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
This paper investigates the problem of optimal resource allocation for reconfigurable
intelligent surface (RIS) assisted dynamic wireless networks with uncertain time-varying …

Optimal Dynamic Resource Allocation for Multi-RIS Assisted Wireless Network: A Causal Reinforcement Learning Approach

Y Zhang, H Xu - 2024 International Conference on Computing …, 2024 - ieeexplore.ieee.org
This study explores optimal dynamic resource allocation in mobile reconfigurable intelligent
surface (RIS)-aided wireless networks facing uncertain, time-varying channels. Unmanned …

Reinforcement learning based optimal dynamic resource allocation for ris-aided mimo wireless network with hardware limitations

Y Zhang, L Qian, A Eroglu, B Yang… - 2023 International …, 2023 - ieeexplore.ieee.org
This paper studies the optimal dynamic resource allocation problem for a Reconfigurable
Intelligent Surface (RIS) aided MIMO wireless network with multi-user under uncertain time …

[HTML][HTML] Reconfigurable-Intelligent-Surface-Enhanced Dynamic Resource Allocation for the Social Internet of Electric Vehicle Charging Networks with Causal …

Y Zhang, H Xu - Future Internet, 2024 - mdpi.com
Charging stations and electric vehicle (EV) charging networks signify a significant
advancement in technology as a frontier application of the Social Internet of Things (SIoT) …

Data-enabled learning based intelligent resource allocation for multi-ris assisted dynamic wireless network

Y Zhang, H Xu - 2022 IEEE Globecom Workshops (GC Wkshps …, 2022 - ieeexplore.ieee.org
This paper investigated the optimal dynamic re-source allocation problem for multi mobile
reconfigurable intelligent surface (RIS) aided wireless network with uncertain time-varying …

Deep Reinforcement Learning-Based RIS-Aided Wireless Communication Systems

파이살, 케이엠 - 2023 - oak.chosun.ac.kr
KM Faisal Advisor: Prof. Choi, Wooyeol, Ph. D. Department of Computer Engineering
Graduate School of Chosun University Reconfigurable Intelligent Surface (RIS) can offer a …

Joint optimal placement and dynamic resource allocation for multi-uav enhanced reconfigurable intelligent surface assisted wireless network

Y Zhang, L Qian, H Xu - 2023 IEEE 20th Consumer …, 2023 - ieeexplore.ieee.org
In this paper, the optimal placement and dynamic resource allocation problem has been
investigated for multi-UAV enhanced reconfigurable intelligent surface (RIS) assisted …

Optimizing Reconfigurable Intelligent Surfaces for mmWave Communications in IoT Networks

A Iqbal, A Nauman, MA Jamshed… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) play a crucial role in improving the coverage and
efficiency of millimeter-wave (mmWave) communication systems for Internet of Things (IoT) …

Camera aided reconfigurable intelligent surfaces: Computer vision based fast beam selection

S Jiang, A Hindy, A Alkhateeb - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) have attracted increasing interest due to their
ability to improve the coverage, reliability, and energy efficiency of millimeter wave …