Robust Secure Hybrid Beamforming for RSMA Integrated Sensing and Communication Systems

Sharing resources in integrated sensing and communication (ISAC) systems poses a serious threat to the security of users information. In this paper, we consider the rate-splitting multiple access (RSMA) ISAC system based on the partially-connected hybrid beamforming architecture, where the target is a potential eavesdropper. To improve the performance of sensing and secure communication, we provide a robust hybrid beamforming scheme. Specially, we derive performance metrics for sensing and secure communication under the target location uncertainty. Then we formulate the sensing performance optimization problem meanwhile satisfying the secure communication, hardware and power constraints. To address the intractability of this non-convex problem, we propose a suboptimal iterative algorithm relying on semidefinite relaxation (SDR) and inner majorization-minimization (iMM) to alternately design digital and analog beamformers. Simulation results show the outperformance of the proposed approach over the existing hybrid beamformer design based on Eucliden distance in guaranteeing secure communication and sensing.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/icece63871.2024.10976885
Primary Topic
Antenna Design and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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Robust Secure Hybrid Beamforming for RSMA Integrated Sensing and Communication Systems

Chuang Han, Chengyan He, Ling Wang, Zhaolin Zhang et al.
Antenna Design and Optimization
article

Robust Secure Hybrid Beamforming for RSMA Integrated Sensing and Communication Systems

Chuang Han, Chengyan He, Ling Wang, Zhaolin Zhang, Peng Hao
article en

Abstract

Sharing resources in integrated sensing and communication (ISAC) systems poses a serious threat to the security of users information. In this paper, we consider the rate-splitting multiple access (RSMA) ISAC system based on the partially-connected hybrid beamforming architecture, where the target is a potential eavesdropper. To improve the performance of sensing and secure communication, we provide a robust hybrid beamforming scheme. Specially, we derive performance metrics for sensing and secure communication under the target location uncertainty. Then we formulate the sensing performance optimization problem meanwhile satisfying the secure communication, hardware and power constraints. To address the intractability of this non-convex problem, we propose a suboptimal iterative algorithm relying on semidefinite relaxation (SDR) and inner majorization-minimization (iMM) to alternately design digital and analog beamformers. Simulation results show the outperformance of the proposed approach over the existing hybrid beamformer design based on Eucliden distance in guaranteeing secure communication and sensing.

Northwestern Polytechnical University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 52%
Antenna Design and Optimization
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Robust Secure Hybrid Beamforming for RSMA Integrated Sensing and Communication Systems — Chuang Han, Chengyan He, et al. · (2024) | TGRS Research Map | TGRS