吉林大学学报(理学版) ›› 2026, Vol. 64 ›› Issue (2): 421-0429.

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非理想CSI下有源RIS辅助MISO系统的安全通信

彭艺, 孙畅, 杨青青, 李辉   

  1. 昆明理工大学 信息工程与自动化学院, 昆明 650500
  • 收稿日期:2024-10-04 出版日期:2026-03-26 发布日期:2026-03-26
  • 通讯作者: 杨青青 E-mail:1761689224@qq.com

Secure Communication in Active RIS-Assisted MISO Systems under Non-ideal CSI

PENG Yi, SUN Chang, YANG Qingqing, LI Hui   

  1. Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China
  • Received:2024-10-04 Online:2026-03-26 Published:2026-03-26

摘要: 针对无线通信中因广播特性导致的信息安全问题, 提出一种基于交替迭代的保密速率最大化算法. 首先, 考虑在非理想信道条件下, 对下行链路中存在多个窃听用户的有源智能反射面(RIS)辅助多输入单输出(MISO)系统的安全速率最大化问题进行建模; 其次, 针对该优化问题的非凸性和耦合性, 将原非凸问题转化为两个子问题, 分别对基站波束成形向量和有源RIS相移矩阵进行优化; 最后, 利用交替迭代和最小化-最大化(MM)算法转化为凸优化问题进行求解. 仿真实验结果表明, 相较于传统方案, 该方案保密性能提升10%~35%, 能显著提高系统安全性能且有较强的鲁棒性, 为解决复杂信道环境下的无线通信安全问题提供了一种有效强鲁棒的新方法.

关键词: 有源智能反射面, 系统保密速率, 物理层安全, 非理想信道状态信息, 鲁棒波束形成

Abstract: Aiming at  the information security problems  caused by the broadcast characteristics in  wireless communications, we proposed a secrecy rate maximization algorithm based on alternating iteration. Firstly, considering non-ideal channel conditions, we modelled the secrecy rate maximization problem for an active reconfigurable intelligent surface (RIS)-assisted  multiple-input single-output (MISO) system with multiple eavesdroppers in the downlink. Secondly, aiming at the non-convexity and coupling of the optimization problem, we transformed the original non-convexity problem into two subproblems and  optimized  beamforming vector and the active RIS phase shift matrix of the base station separately. Finally, we used the alternating iteration and  the minimization-maximization (MM) algorithms  to transform the subproblems into convex optimization problems for solving. Simulation experiment results show  that compared with traditional schemes, the proposed algorithm improves the secrecy performance by 10%—35%, significantly enhances the system security performance and has  strong robustness, providing an effective and robust new method for solving wireless communication security problems in complex channel environments.

Key words: active reconfigurable intelligent surface, system secrecy rate, physical layer security, non-ideal channel state information, robust beamforming

中图分类号: 

  • TP391