Generative AI for physical layer communications: A survey

N Van Huynh, J Wang, H Du, DT Hoang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The recent evolution of generative artificial intelligence (GAI) leads to the emergence of
groundbreaking applications such as ChatGPT, which not only enhances the efficiency of …

Caching-at-STARS: The next generation edge caching

Z Hu, R Zhong, C Fang, Y Liu - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
A simultaneously transmitting and reflecting surface (STARS) enabled edge caching system
is proposed for reducing backhaul traffic and ensuring the quality of service. A novel …

AI-enabled STAR-RIS aided MISO ISAC Secure Communications

Z Zhu, M Gong, G Sun, M De, F Liu, Y Liu - arXiv preprint arXiv …, 2024 - arxiv.org
A simultaneous transmitting and reflecting reconfigurable intelligent surface (STAR-RIS)
aided integrated sensing and communication (ISAC) dual-secure communication system is …

Simultaneously Transmitting and Reflecting Surfaces for Ubiquitous Next Generation Multiple Access in 6G and Beyond

X Mu, J Xu, Z Wang, N Al-Dhahir - Proceedings of the IEEE, 2024 - ieeexplore.ieee.org
The ultimate goal of next generation multiple access (NGMA) is to support massive terminals
and facilitate multiple functionalities over the limited radio resources of wireless networks in …

Deep Reinforcement Learning Based Uplink Security Enhancement for STAR-RIS-Assisted NOMA Systems With Dual Eavesdroppers

X Qin, Z Song, J Wang, S Du, J Gao… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
This paper investigates the simultaneous transmitting and reflecting reconfigurable
intelligent surface (STAR-RIS) assisted non-orthogonal multiple access (NOMA) systems …

A unified framework for STAR-RIS coefficients optimization

H Zhu, Y Liu, YC Wu, VKN Lau - IEEE Transactions on Signal …, 2024 - ieeexplore.ieee.org
Simultaneously transmitting and reflecting (STAR) reconfigurable intelligent surface (RIS)
has recently emerged as a promising enhancement to the traditional reflective only RIS. In …

Multiple Reconfigurable Intelligent Surfaces Aided Vehicular Edge Computing Networks: A MAPPO-Based Approach

X Ning, M Zeng, M Hua, Z Fei - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is envisioned as a new technology to improve the
quality-of-service in vehicular edge computing (VEC) networks due to its ability to change …

STAR-RIS-aided secure communications for MEC with delay/energy-constrained QoS using multi-agent deep reinforcement learning

B Song, F Wang - Ad Hoc Networks, 2024 - Elsevier
The poor propagation environment between user equipments (UEs) and mobile edge
computing (MEC) servers may lead to UEs' high energy consumptions and task delay …

Joint Reliability Optimization and Beamforming Design for STAR-RIS-Aided Multi-user MISO URLLC systems

L Wang, B Ai, Y Niu, Z Zhong, Z Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Simultaneous transmitting and reflecting reconfigurable intelligent surfaces (STAR-RISs) are
capable of serving users on both sides of it at the same time through active and intelligent …

Downlink Resource Optimization in Multi-STAR-RIS-Assisted MIMO Networks

Q Liu, J Zhao, F Shen, J Joung… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Simultaneously transmitting and reflecting reconfigurable intelligent surfaces (STAR-RISs)
enables full-space manipulation of signal propagation. In this work, we consider a multi …