可重构智能表面辅助MISO多用户系统的密钥生成

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IET Communications Pub Date : 2024-11-17 DOI:10.1049/cmu2.12853
Kexin Liu, Mingliang Li, Kaizhi Huang, Zheng Wan, Qinlong Li, Xiaoli Sun, Xiaoming Xu, Liang Jin
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引用次数: 0

摘要

可重构智能表面(RIS)辅助的物理层密钥生成在典型的无线网络多用户场景下的窃听问题中起着重要作用。现有RIS辅助物理密钥生成技术主要解决单天线多用户场景下的安全问题,该技术基于RIS空间独立信道模型的理想假设。它限制了自由度,忽略了信道空间相关性的存在,这可能会降低和键生成率(SKGR)。为了解决上述问题,本文提出了一种ris辅助多输入单输出多用户系统的密钥生成方案。该方案建立了空间相关信道模型,综合考虑了基站(BS)、多用户和RIS单元天线之间的空间相关对SKGR的影响。在此基础上,设计了密钥生成框架,以最大SKGR生成更安全的密钥。具体而言,得到了封闭形式的SKGR表达式和优化问题公式,以获得BS和RIS的联合最优系数。然后,提出了基于差分凸-连续凸逼近的交替优化算法来解决这一优化问题。仿真结果表明,与BS预编码和RIS反射系数随机化方案相比,该方案可提高10比特/信道的利用率。与空间独立方案相比,它还具有12位/通道使用的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Secret key generation for reconfigurable intelligent surface-assisted MISO multi-user system

Reconfigurable intelligent surface (RIS)-assisted physical layer key generation plays an important role in the eavesdropping problem on a typical multi-user scenario of wireless networks. Existing RIS-assisted physical key generation technology mainly solved the security issues in the single-antenna and multi-user scenario, which is based on the idealistic assumption of a spatially independent channel model at the RIS. It limits the degrees of freedom and neglects the existence of channel spatial correlation, which would possibly degrade the sum key generation rate (SKGR). To solve the above problem, this paper proposes a secret key generation scheme for RIS-assisted multiple-input single-output multi-user system. This scheme establishes a spatial correlation channel model, which comprehensively considers the influence of spatial correlation among antennas of the base station (BS), multi-user, and RIS elements on SKGR. Based on this, a key generation framework is designed to generate a more secure secret key with the maximum SKGR. Specifically, a closed-form SKGR expression and an optimization problem formulation are obtained to obtain the joint optimal coefficient of the BS and RIS. Then, the difference convex-successive convex approximation based alternating optimization algorithm is proposed to solve this optimization problem. The simulation results show that the proposed scheme has improved 10-bit/channel use compared with the randomization scheme of BS precoding and RIS reflection coefficient. It also has an improvement of 12-bit/channel use compared with the spatially independent scheme.

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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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