Deep reinforcement learning based joint spectrum allocation and configuration design for STAR-RIS-assisted V2X communications

PS Aung, LX Nguyen, YK Tun, Z Han… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Vehicle-to-everything (V2X) communications is pivotal for modern transportation systems,
but the challenges arise in scenarios with buildings, leading to signal obstruction and limited …

Providing URLLC Service in Multi-STAR-RIS Assisted and Full-Duplex Cellular Wireless Systems: A Meta-Learning Approach

Y Eghbali, SK Taskou, MR Mili, M Rasti… - IEEE …, 2024 - ieeexplore.ieee.org
The Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface (STAR-
RIS) technology is an innovative approach that aims to enhance the performance of sixth …

Proximal Policy Optimization for Energy-Efficient MEC Systems with STAR-RIS Assistance

PS Aung, SM Kang, CS Hong - 2024 International Conference …, 2024 - ieeexplore.ieee.org
The growing popularity of Internet of Things (IoT) devices has led to an escalating demand
for efficient data processing and transmission solutions. The concept of Mobile Edge …

Deep Reinforcement Learning Based Energy-Efficient Design for STAR-IRS Assisted V2V Users

S Yadav, R Rishi - International Conference on Recent Trends in Image …, 2023 - Springer
Vehicle-to-Vehicle communication (V2V-C) is a cutting-edge technology in the field of 6G
networks that improves spectrum utilization and energy efficiency (EE). Despite the potential …