Deep learning based physical layer security for terrestrial communications in 5G and beyond networks: A survey

H Sharma, N Kumar - Physical Communication, 2023 - Elsevier
The key principle of physical layer security (PLS) is to permit the secure transmission of
confidential data using efficient signal-processing techniques. Also, deep learning (DL) has …

RIS-Empowered Satellite-Aerial-Terrestrial Networks With PD-NOMA

R Liu, K Guo, X Li, K Dev, SA Khowaja… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Satellite-aerial-terrestrial network (SATN) is considered as a promising architecture for sixth-
generation (6G) wireless communication networks to achieve seamless coverage, flexible …

Deep reinforcement learning and NOMA-based multi-objective RIS-assisted IS-UAV-TNs: trajectory optimization and beamforming design

K Guo, M Wu, X Li, H Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we discuss the co-optimized performance of multi-reconfigurable intelligent
surface (RIS)-assisted integrated satellite-unmanned aerial vehicle-terrestrial network (IS …

STAR-RIS-empowered cognitive non-terrestrial vehicle network with NOMA

K Guo, R Liu, M Alazab, RH Jhaveri… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we investigate the outage behavior of a simultaneously transmitting and
reflecting reconfigurable intelligent surface (STAR-RIS)-empowered cognitive non-terrestrial …

Reliability and security of CR-STAR-RIS-NOMA assisted IoT networks

X Li, J Zhang, C Han, W Hao, M Zeng… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The Internet-of-Things (IoT) has greatly facilitated our daily lives. Nevertheless, how to
achieve higher spectral efficiency, large-scale device access, and lower latency for the next …

Secrecy performance for RIS-based integrated satellite vehicle networks with a UAV relay and MRC eavesdropping

F Zhou, X Li, M Alazab, RH Jhaveri… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
This work investigates the secrecy issues for the secrecy reconfigurable intelligent surface-
based integrated satellite unmanned aerial vehicle (UAV) relay networks with multiple …

Sensing-efficient NOMA-aided integrated sensing and communication: A joint sensing scheduling and beamforming optimization

C Dou, N Huang, Y Wu, L Qian… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) system has been expected to play a vital role
in future wireless networks and services. In this article, we investigate a non-orthogonal …

Two-way satellite-HAP-terrestrial networks with non-orthogonal multiple access

K Guo, H Shuai, X Li, L Yang, TA Tsiftsis… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Satellite-high altitude platform (HAP)-terrestrial networks have been considered as an
indispensable infrastructure of next-generation networks because they can offer massive …

Joint optimization design of RIS-assisted hybrid FSO SAGINs using deep reinforcement learning

M Wu, K Guo, Z Lin, X Li, K An… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Satellite-aerial-ground integrated networks (SAGINs) have emerged as a promising
infrastructure for next-generation wireless networks. Considering the fading effects of …

Intelligent resource allocation for transmission security on IRS-assisted spectrum sharing systems with OFDM

L Wang, F Yang, Y Chen, S Lai, W Wu - Physical Communication, 2023 - Elsevier
In this paper, intelligent reflecting surface (IRS) technology is employed to enhance physical
layer security (PLS) for spectrum sharing communication systems with orthogonal frequency …