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IRS辅助无人机安全通信的波束成形与联合轨迹优化OA

Beamforming and Joint Trajectory Optimization for IRS-assisted Secure UAV Communications

中文摘要英文摘要

针对智能反射面(Intelligent Reflecting Surface,IRS)辅助无人机(Unmanned Aerial Vehicle,UAV)安全通信中波束与轨迹联合优化存在的强耦合、非凸难解的问题,面向单用户多输入单输出(Multiple-Input Single-Output,MISO)场景提出一种基于交替优化与逐次凸逼近(Successive Convex Approximation,SCA)的联合优化方法.该方法利用交替优化与凸逼近策略分别解耦发射波束成形、IRS 相移优化与 UAV 轨迹优化 3 个子问题,并通过求解发射端广义特征向量、分式规划(Fractional Programming,FP)IRS 相移以及凸优化 UAV 轨迹,实现了系统保密速率的有效提升.数值仿真结果证明,联合优化有源、无源波束成形与 UAV 轨迹,能够有效提升系统的保密性能,且合理的发射天线规模、IRS 反射单元数以及 UAV 飞行时长的设计,能够有效提升算法的可靠性和稳健性.

To address the strong coupling and non-convex intractability of joint beamforming and trajectory optimization in Intelli-gent Reflecting Surface(IRS)-assisted secure Unmanned Aerial Vehicle(UAV)communications,this paper focuses on a single-user Multiple-Input Single-Output(MISO)scenario and proposes to adopt a joint optimization approach based on alternating optimization and Successive Convex Approximation(SCA).In the proposed approach,alternating optimization and convex approximation strategies are employed to decouple the original problem into three subproblems,namely transmit beamforming,IRS phase-shift design,and UAV trajectory optimization.Specifically,the transmit beamformer is obtained by solving a generalized eigenvector problem at the transmitter,the IRS phase shifts are optimized via fractional programming,and the UAV trajectory is refined through convex optimization,thereby achieving a significant improvement in the system secrecy rate.Numerical simulation results demonstrate that jointly optimizing active and passive beamforming together with the UAV trajectory can effectively enhance the secrecy performance of the system.Moreover,an appropriate design of the number of transmit antennas,the number of IRS reflecting elements,and the UAV flight duration can further improve the reliability and robustness of the proposed algorithm.

王文捷;仲伟志;李欣妮;张恒硕;华博宇

南京航空航天大学 航天学院,江苏 南京 210016||南京航空航天大学 空间光电探测与感知工业和信息化部重点实验室,江苏 南京 211106南京航空航天大学 航天学院,江苏 南京 210016||南京航空航天大学 空间光电探测与感知工业和信息化部重点实验室,江苏 南京 211106南京航空航天大学 航天学院,江苏 南京 210016||南京航空航天大学 空间光电探测与感知工业和信息化部重点实验室,江苏 南京 211106南京航空航天大学 航天学院,江苏 南京 210016||南京航空航天大学 空间光电探测与感知工业和信息化部重点实验室,江苏 南京 211106南京航空航天大学 电子信息工程学院,江苏 南京 210016

信息技术与安全科学

无人机通信智能反射面物理层安全波束成形轨迹优化

UAV communicationIRSPLSbeamformingtrajectory optimization

《无线电通信技术》 2026 (2)

317-327,11

国家自然科学基金面上项目(62271250,62431014)南京航空航天大学空间光电探测与感知工业和信息化部重点实验室开放课题资助(NJ2025050-02)中央高校基本科研业务费资助(NJ2025050) National Natural Science Foundation of China(General Program)(62271250,62431014)Supported by Open Project Funds for Key Laboratory of Space Photoelectric Detection and Perception(Nanjing University of Aeronautics and Astronautics),Ministry of Industry and Information Technology(NJ2025050-02)Supported by the Fundamental Research Funds for the Central Universities(NJ2025050)

10.3969/j.issn.1003-3114.2026.02.008

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