RSMA-Enhanced Physical Layer Security for ISAC Systems

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-01-20 DOI:10.1109/LWC.2025.3531963
Bo Zhao;Tian Qiu;Guangliang Ren;Zengwang Jin;Zhiqiang Liu
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Abstract

In this letter, we enhance the physical layer security (PLS) of integrated sensing and communication (ISAC) systems using rate-splitting multiple access (RSMA). To ensure specific security requirements, we formulate a joint optimization problem that involves the precoding matrix and the common rate. The goal is to maximize the communication-sensing weighted secure sum rate (SSR), thereby enhancing the overall system performance while maintaining security. To solve the non-convex optimization problem, we adopt the staged algorithm named successive convex approximation with penalty (SCA-P) algorithm. Simulation results show that the proposed scheme has better security performance than the state-of-the-art schemes.
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ISAC系统的rsma增强物理层安全
在这封信中,我们使用速率分割多址(RSMA)增强集成传感和通信(ISAC)系统的物理层安全性(PLS)。为了保证特定的安全需求,我们制定了一个涉及预编码矩阵和公共速率的联合优化问题。目标是最大化通信感知加权安全和率(SSR),从而在保证安全的同时提高系统的整体性能。为了解决非凸优化问题,我们采用了一种称为连续凸惩罚逼近(SCA-P)算法的阶段算法。仿真结果表明,该方案具有较好的安全性能。
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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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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