面向物理层安全的可移动天线位置优化:一种盲优化方法OA
Movable Antenna Position Optimization for Physical Layer Security:A Blind Optimization Approach
可移动天线技术能够通过灵活调整天线位置来主动塑造无线信道,为提升通信性能提供了新的自由度.面向物理层安全,研究了一个存在多个窃听用户的单输入单输出通信场景.与现有基于精确信道状态信息的工作不同,提出了一种盲优化方法,该方法不依赖于显式的信道表达式,仅利用用户侧接收信噪比,联合优化发射功率和可移动天线的位置,以最大化系统保密率.具体地,将天线位置和功率的联合优化问题建模为一个黑盒优化问题,并采用零阶梯度近似技术估计目标函数的梯度,进而实现有效求解.仿真结果表明,所提盲优化方法在保密率性能上显著优于固定天线和非完美信道信息方案,且接近基于完美信道信息的理论极限.
Movable antenna technology,by flexibly adjusting antenna positions,offers new degrees of freedom to actively shape wireless channels and enhance communication performance.Focusing on physical layer security,this paper investigates a single-input single-output communication scenario with multiple eavesdropping users.Unlike existing works that rely on precise channel state information,a blind optimization method is proposed,which does not depend on explicit channel expressions.Instead,it utilizes the received signal-to-noise ratio on the user side to jointly optimize the transmission power and movable antenna position,aiming to maximize the system secrecy rate.Specifically,the joint optimization problem of antenna position and power is formulated as a black-box optimization problem,and zero-order gradient approximation is employed to estimate the gradient of the objective function,enabling effective solution of the problem.Simulation results show that the proposed blind optimization method significantly outperforms fixed antenna and imperfect channel state information schemes,approaching the theoretical limit based on perfect channel information.
吴一鸣;梅渭东;陈智
电子科技大学,四川 成都 611731电子科技大学,四川 成都 611731电子科技大学,四川 成都 611731
信息技术与安全科学
可移动天线物理层安全盲优化零阶优化位置优化
movable antennaphysical layer securityblind optimizationzeroth-order optimizationposition optimization
《移动通信》 2026 (1)
44-49,6
国家重点研发计划青年科学家项目"面向太赫兹的可移动天线器件与通信技术研究"(2024YFB2907900)
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