Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation

IF 6.3 1区 计算机科学 Q1 COMPUTER SCIENCE, THEORY & METHODS IEEE Transactions on Information Forensics and Security Pub Date : 2024-10-30 DOI:10.1109/TIFS.2024.3488509
Zheng Wan;Kexin Liu;Yajun Chen;Kaizhi Huang;Hui-Ming Wang;Zheng Chu;Ming Yi;Liang Jin
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Abstract

Due to the limited coverage of reflecting-only reconfigurable intelligent surfaces (RIS), the existing RIS-assisted physical-layer key generation (PKG) scheme limits its overall performance in the full space. This paper proposes a novel simultaneously transmitting and reflecting (STAR)-RIS-assisted PKG protocol for multiple-input multiple-output (MIMO) systems, where the closed-form sum secret key rate is derived in the presence of full-space eavesdroppers. Two optimization problems are formulated to maximize the sum secret key rate by designing the transmit beamforming (TBF) and transmitting and reflecting coefficients (TRCs) for energy splitting (ES) with coupled phase-shift and mode switching (MS) mode. For ES mode with coupled phase-shift, a penalty-based alternating optimization (AO) algorithm is proposed to address its non-convexity. For MS mode, the semidefinite relaxation-successive convex approximation-based AO algorithm is utilized to achieve continuous solutions and then quantize to binary value for the MS mode. Simulation results demonstrate that the coupled phase-shift STAR-RIS incurs a slight KGR loss in comparison to the independent phase-shift STAR-RIS. Additionally, the ES mode outperforms the MS mode in terms of KGR performance. Finally, STAR-RIS can achieve a higher sum secret key rate than traditional reflecting-only RIS.
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STAR-RIS 辅助 MIMO 物理层密钥生成的资源分配
由于仅反射可重构智能表面(RIS)的覆盖范围有限,现有的 RIS 辅助物理层密钥生成(PKG)方案限制了其在全空间的整体性能。本文为多输入多输出(MIMO)系统提出了一种新颖的同时发射和反射(STAR)-RIS 辅助 PKG 协议,在存在全空间窃听者的情况下,得出了闭式和密钥率。本文提出了两个优化问题,通过设计具有耦合相移的能量分割(ES)模式和模式切换(MS)模式下的发射波束成形(TBF)和发射与反射系数(TRCs)来最大化总秘钥率。针对具有耦合相移的 ES 模式,提出了一种基于惩罚的交替优化 (AO) 算法,以解决其非凸性问题。对于 MS 模式,利用基于半无限松弛-后继凸近似的 AO 算法实现连续解,然后将 MS 模式量化为二进制值。仿真结果表明,与独立移相 STAR-RIS 相比,耦合移相 STAR-RIS 会产生轻微的 KGR 损失。此外,ES 模式的 KGR 性能优于 MS 模式。最后,STAR-RIS 比传统的纯反射 RIS 能获得更高的密钥总和率。
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来源期刊
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Information Forensics and Security 工程技术-工程:电子与电气
CiteScore
14.40
自引率
7.40%
发文量
234
审稿时长
6.5 months
期刊介绍: The IEEE Transactions on Information Forensics and Security covers the sciences, technologies, and applications relating to information forensics, information security, biometrics, surveillance and systems applications that incorporate these features
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