中国空间科学技术 ›› 2024, Vol. 44 ›› Issue (6): 164-173.doi: 10.16708/j.cnki.1000-758X.2024.0101

• 论文 • 上一篇    

分布式卫星系统中基于位置信息的安全波束成形方法

邵一焓,王子宁,李菲,季铭仪,刘笑宇*   

  1. 南京邮电大学 通信与信息工程学院,南京210003
  • 收稿日期:2023-07-27 修回日期:2023-09-17 录用日期:2023-10-08 发布日期:2024-12-03 出版日期:2024-12-05

Position based secure beamforming algorithm in distributed satellite systems

SHAO Yihan, WANG Zining, LI Fei, JI Mingyi, LIU Xiaoyu*   

  1. College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China
  • Received:2023-07-27 Revision received:2023-09-17 Accepted:2023-10-08 Online:2024-12-03 Published:2024-12-05

摘要: 针对分布式卫星系统中的安全传输问题,提出两种基于窃听者位置信息的安全波束成形算法,以提升系统的安全性能。在考虑窃听者位置信息不准确的情况下,建立发射功率最小化和合法用户安全速率最大化为目标的优化问题。为求解上述优化问题,首先,基于窃听者的位置信息推导出信道误差的范数界。其次,针对这两个非凸的优化问题,分别利用三角不等式和柯西施瓦茨不等式等数学方法处理信道误差,并进一步提出了基于角度信息的分布式鲁棒波束成形算法,以较低计算复杂度求解得到分布式波束成形权矢量的闭式解,为未来分布式卫星通信系统的部署与应用提供了参考。最后,计算机仿真验证了所提算法的有效性,相较于传统半正定规划算法,能够以较低的复杂度实现安全通信,同时相较于非鲁棒算法,性能提升约30%。

关键词: 分布式卫星系统, 物理层安全, 分布式波束成形, 位置信息, 低轨卫星

Abstract: Aiming at the security problems in the distributed satellite systems, two distributed secure beamforming algorithms based on eavesdropper location information are proposed to improve the secrecy performance. Considering the inaccurate location information of eavesdroppers, two optimization problems are formulated to maximize the achievable secrecy rate and minimize the transmit power, respectively. To solve these non-convex problems, the norm bound of channel state information is derived based on the eavesdropper location information, then, triangle inequality and Cauchy Schwartz inequality are adopted to deal with the channel error. After that, two distributed beamforming algorithms based on angle domain information are proposed to obtain the closed-form beamforming weight vectors with low computational complexity and fast convergence rate, providing theoretical basis for the deployment and application of distributed satellite communication system in the future. Finally, the effectiveness and superiority of the proposed scheme were confirmed through simulation results, where the secure communication can be achieved with lower complexity compared with traditional semidefinite programming algorithm, and the performance is improved by about 30% compared with the non-robust algorithm.

Key words: distributed satellite systems, physical layer security, distributed beamforming, location information, LEO(low earth orbit)satellite