Deep reinforcement learning-driven reconfigurable intelligent surface-assisted radio surveillance with a fixed-wing UAV

X Yuan, S Hu, W Ni, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) play a critical role in radio surveillance to decipher
malicious messages, thanks to their flexibility, mobility, and likely line-of-sight (LoS) to …

RIS-assisted jamming rejection and path planning for UAV-borne IoT platform: A new deep reinforcement learning framework

S Hu, X Yuan, W Ni, X Wang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
This article presents a new deep reinforcement learning (DRL)-based approach to the
trajectory planning and jamming rejection of an unmanned aerial vehicle (UAV) for the …

Learning-based reliable and secure transmission for UAV-RIS-assisted communication systems

H Yang, S Liu, L Xiao, Y Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Mounting reconfigurable intelligent surface (RIS) on unmanned aerial vehicle (UAV), called
UAV-RIS, combines the benefits of these two techniques, which can further improve the …

Deep reinforcement learning for secrecy energy-efficient uav communication with reconfigurable intelligent surface

M Tham, YJ Wong, A Iqbal, NB Ramli… - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
This paper investigates the physical layer security (PLS) issue in reconfigurable intelligent
surface (RIS) aided millimeter-wave rotary-wing unmanned aerial vehicle (UAV) …

Simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) assisted UAV communications

J Zhao, Y Zhu, X Mu, K Cai, Y Liu… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
A novel air-to-ground communication paradigm is conceived, where an unmanned aerial
vehicle (UAV)-mounted base station (BS) equipped with multiple antennas sends …

A digital twin for reconfigurable intelligent surface assisted wireless communication

B Sheen, J Yang, X Feng, MMU Chowdhury - arXiv preprint arXiv …, 2020 - arxiv.org
Reconfigurable Intelligent Surface (RIS) has emerged as one of the key technologies for 6G
in recent years, which comprise a large number of low-cost passive elements that can …

UAV-assisted RIS for future wireless communications: A survey on optimization and performance analysis

AC Pogaku, DT Do, BM Lee, ND Nguyen - IEEE Access, 2022 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RIS), a device made of low-cost meta-surfaces that can
reflect or refract the signals in the desired manner, have the immense ability to enhance the …

Energy harvesting UAV-RIS-assisted maritime communications based on deep reinforcement learning against jamming

H Yang, K Lin, L Xiao, Y Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the rapid development of maritime activities, efficient and reliable maritime
communications have attracted ever-increasing attention, and mounting reconfigurable …

Active reconfigurable intelligent surface enhanced secure and energy-efficient communication of jittering UAV

Y Ge, J Fan, J Zhang - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have emerged as a promising technology for facilitating
communication in the Internet of Things (IoT), owing to their ability to provide enhanced …

Secure Transmission Design of RIS Enabled UAV Communication Networks Exploiting Deep Reinforcement Learning

R Dong, B Wang, K Cao, J Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) enables performance enhancement of
communication networks due to its significant reflective gain, which could also be used to …