系统工程与电子技术 ›› 2026, Vol. 48 ›› Issue (5): 1779-1787.doi: 10.12305/j.issn.1001-506X.2026.05.33

• 通信与网络 • 上一篇    

感知辅助的星地融合鲁棒安全波束成形算法

王振彪(), 糜雨廷, 赵柏, 王金元, 林敏   

  1. 南京邮电大学通信与信息工程学院,江苏 南京 210003
  • 收稿日期:2025-01-21 出版日期:2026-05-27 发布日期:2026-05-27
  • 通讯作者: 林敏 E-mail:18865096330@163.com
  • 作者简介:王振彪(2001—),男,硕士研究生,主要研究方向为卫星通信、通信感知一体化
    糜雨廷(2001—),男,硕士研究生,主要研究方向为卫星通信、复杂网络分析
    赵 柏(1995—),男,博士研究生,主要研究方向为智能信号处理、混合多址接入、人工智能算法
    王金元(1986—),男,副教授,博士,主要研究方向为智能信号处理、卫星通信、可见光通信
  • 基金资助:
    国家自然科学基金(62471255, 62472233);江苏省研究生科研与实践创新计划项目(KYCX23_1015)资助课题

Sensing-assisted robust secure beamforming algorithm in satellite-terrestrial integrated networks

Zhenbiao WANG(), Yuting MI, Bai ZHAO, Jinyuan WANG, Min LIN   

  1. School of Telecommunications and Information Engineering,Nanjing University of Posts and Telecommunications,Nanjing 210003,China
  • Received:2025-01-21 Online:2026-05-27 Published:2026-05-27
  • Contact: Min LIN E-mail:18865096330@163.com

摘要:

针对星地融合网络中的物理层安全传输问题,提出一种感知辅助的鲁棒安全波束成形(beamforming,BF)算法。在该网络中,卫星采用多播技术服务多个地球站的同时,还存在空中窃听者(airborne eavesdropper,AE)试图获取卫星的隐私信号;而地面基站在利用通感一体化技术服务多个用户的同时,对AE进行感知并施加友好干扰,从而提升整个系统的安全性能。为了达到上述目的,在仅已知合法用户与AE非完美信道状态信息的条件下,首先建立一个以系统总发射功率最小化为目标函数,且通信信号和感知信号的质量以及最大窃听概率满足要求为约束条件的优化问题。为了求解该非凸问题,接下来利用最大瑞利商得到地面基站的接收BF权矢量,利用伯恩斯坦不等式与柯西施瓦兹不等式将复杂的非凸约束转化为可行的凸约束,并进一步基于秩极小化迭代法求得鲁棒发射BF权矢量。最后,仿真结果验证了所提方案能够在保证安全通信要求的同时,最小化系统的总发射功率。通过提高通信、感知和安全一体化设计的协同能力,最终确保了星地融合网络的安全通信,证实了感知辅助安全通信的优越性。

关键词: 星地融合网络, 通信感知一体化, 鲁棒波束成形, 物理层安全

Abstract:

A sensing assisted robust secure beamforming (BF) algorithm is proposed to address the physical layer security issue of the satellite terrestrial integrated networks. The satellite uses multicast technology to serve multiple Earth stations, while there are also airborne eavesdropper (AE) attempting to wiretap the satellite privacy signals. The ground base station employs the integrated sensing and communication technology to serve multiple users while sensing and interfering with AE to assist satellite networks in achieving secure transmission. Specifically, under the condition that only the imperfect channel state information of all users and AE is available, a transmit power minimization problem is formulated, constrained by the quality-of-service requirements of all users, the perceived signal quality requirements, and the maximum intercept probability. To solve the nonconvex problem, the maximum Rayleigh quotient theorem is first used to obtain the receive BF weight vectors of the ground base station. Then, by jointly using Bernstein inequality and Cauchy Schwarz inequality, the complex nonconvex constraints are transformed into convex ones. Then, based on the rank minimization iterative method, the weight vector of the transmission BF is solved. Simulation results verify that the proposed scheme can minimize the total transmit power of the system while guaranteeing the requirements of secure communication. By enhancing the synergy of integrated communication, sensing, and security designs, the system ultimately ensured secure communication within the space-ground integrated network, thereby demonstrating the superiority of sensing-assisted secure communication.

Key words: satellite terrestrial integrated network, integrated sensing and communication, robust beamforming (BF), physical layer security

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