Sensing for Secure Communication in ISAC: Protocol Design and Beamforming Optimization

被引:0
|
作者
Cao, Yang [1 ]
Duan, Lingjie [1 ]
Zhang, Rui [2 ,3 ]
机构
[1] Singapore Univ Technol & Design, Engn Syst & Design Pillar, Singapore 487372, Singapore
[2] Chinese Univ Hong Kong, Shenzhen Res Inst Big Data, Sch Sci & Engn, Shenzhen 518172, Guangdong, Peoples R China
[3] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117583, Singapore
基金
中国国家自然科学基金;
关键词
Sensors; Array signal processing; Optimization; Channel estimation; Information leakage; Wireless sensor networks; Wireless communication; Protocols; Integrated sensing and communication; Eavesdropping; Secure communication; integrated sensing and communication (ISAC); beam sensing; Cramer-Rao bound; convex hull; robust secrecy beamforming; INTELLIGENT REFLECTING SURFACE; RADAR; SYSTEMS;
D O I
10.1109/TWC.2024.3506628
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The channel state information (CSI) of malicious users in the field of physical layer security is usually difficult to obtain due to the users' passive listening. However, as sensing is integrating into the cellular network, it becomes feasible to acquire the CSI of passive eavesdroppers. Motivated by this, we propose a novel sensing-aided secure communication (SASC) scheme in this paper, which is implemented by a two-stage transmission protocol including beam sensing of the eavesdropper's CSI and secure communication to the legitimate user against the eavesdropper. In the first stage, the base station (BS) needs to decide the number of sensing beams L , and we derive the closed-form Cramer-Rao bound (CRB) to establish the relationship between the estimated angle range for the eavesdropper's location and L , where a larger L for beam sensing returns a tighter CRB to locate the eavesdropper. In the second stage, the BS designs the beamforming vector to transmit confidential data to the legitimate user and avoid leakage to the eavesdropper in the estimated range. As sensing affects the subsequent secure communication, we decouple the non-convex two-stage joint optimization problem into two subproblems and solve it by backward induction. In particular, in the secrecy beamforming subproblem given L , we investigate the worst-case information leakage by constructing a convex hull to approximate the angle range from sensing. Then we develop a semi-closed-form solution of robust secrecy beamforming vector, and use it for the other subproblem to decide initial L . To achieve this goal, we also obtain a semi-closed-form solution of L by considering all potential estimated results in the worst case. Finally, we present simulation results to show the effectiveness and robustness of the proposed SASC scheme as compared to various benchmarks.
引用
收藏
页码:1207 / 1220
页数:14
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