TY - JOUR
T1 - Artificial Noise Aided Covert Communications in Multi-Relaying FSO-RF NOMA Systems
T2 - Analysis and Optimization
AU - Xie, Jinrong
AU - Zhang, Qian
AU - Wang, Hao
AU - Zhang, Jiliang
AU - Xie, Yiyuan
AU - Pan, Gaofeng
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2026
Y1 - 2026
N2 - This paper investigates covert communications for a multi-beam multi-relaying free-space optical-radio frequency (FSO-RF) non-orthogonal multiple access (NOMA) system. To achieve both high reliability and covertness against multiple cooperative wardens, a joint design incorporating transmit laser selection (TLS) and artificial noise (AN) is proposed. Specifically, the multi-beam source first activates the optimal relay via a TLS scheme, and the selected multi-antenna relay then forwards the superimposed NOMA signals to both public and covert users. To disrupt the wardens’ detection without harming legitimate links, AN is dynamically injected into the null space of the legitimate channels. Specifically, the system’s detection performance is comprehensively characterized by deriving the analytical expressions of the detection error probability (DEP), the optimal detection threshold, the minimum DEP, and the average minimum DEP, followed by the derivation of closed-form outage probability to evaluate the transmission reliability of both users. To fully exploit the potential of this architecture, a joint optimization problem is formulated to maximize the covert rate via jointly designing the power allocation coefficient, the information beamforming vector, and the AN beamforming vector. An alternating optimization algorithm is adopted to solve the non-convex coupled problem efficiently through tractable subproblems. Finally, Monte-Carlo simulations validate the theoretical analysis and quantify the impacts of key system parameters.
AB - This paper investigates covert communications for a multi-beam multi-relaying free-space optical-radio frequency (FSO-RF) non-orthogonal multiple access (NOMA) system. To achieve both high reliability and covertness against multiple cooperative wardens, a joint design incorporating transmit laser selection (TLS) and artificial noise (AN) is proposed. Specifically, the multi-beam source first activates the optimal relay via a TLS scheme, and the selected multi-antenna relay then forwards the superimposed NOMA signals to both public and covert users. To disrupt the wardens’ detection without harming legitimate links, AN is dynamically injected into the null space of the legitimate channels. Specifically, the system’s detection performance is comprehensively characterized by deriving the analytical expressions of the detection error probability (DEP), the optimal detection threshold, the minimum DEP, and the average minimum DEP, followed by the derivation of closed-form outage probability to evaluate the transmission reliability of both users. To fully exploit the potential of this architecture, a joint optimization problem is formulated to maximize the covert rate via jointly designing the power allocation coefficient, the information beamforming vector, and the AN beamforming vector. An alternating optimization algorithm is adopted to solve the non-convex coupled problem efficiently through tractable subproblems. Finally, Monte-Carlo simulations validate the theoretical analysis and quantify the impacts of key system parameters.
KW - artificial noise (AN)
KW - beamforming design
KW - Covert communications
KW - free-space optical-radio frequency (FSO-RF)
KW - non-orthogonal multiple access (NOMA)
UR - https://www.scopus.com/pages/publications/105050189429
U2 - 10.1109/JIOT.2026.3726719
DO - 10.1109/JIOT.2026.3726719
M3 - Article
AN - SCOPUS:105050189429
SN - 2327-4662
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
ER -