一种基于粒子滤波的GNSS抗欺骗新方法

Shuai Han, Desi Luo, W. Meng, Cheng Li
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引用次数: 10

摘要

全球卫星导航系统(GNSS)已广泛应用于军事和民用领域。一般来说,定位精度较高,但系统对欺骗攻击的免疫力不足,可能会欺骗接收机,导致定位错误。为了解决这一问题,本文提出了一种基于粒子滤波(PF)的最大粒子权重监测方案,用于欺骗检测。该方案利用欺骗与粒子权重之间的关系,通过捕获异常的最大粒子权重来检测欺骗。经过检测处理后,采用改进的鲁棒估计方法抑制欺骗干扰,从而消除了干扰。理论分析和仿真结果验证了欺骗检测和抑制方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel anti-spoofing method based on particle filter for GNSS
The Global Navigation Satellite System (GNSS) has been widely used by militaries as well as civilians. Generally, the locating accuracy is high, but the system is lack of immunity against spoofing attack, which may deceive the receiver into error positioning. In order to deal with the problem, a maximum particle weight monitoring scheme based on particle filter (PF) is proposed for spoofing detection in this paper. The scheme exploits the relation between spoofing and particle weight, and it can detect spoofing by catching the abnormal maximum particle weight. After detection process, an improved robust estimation method is applied in the spoofing suppression, thereby eliminating the impairing. Both the theoretical analyses and the simulation results verify the effectiveness of the spoofing detection and suppression schemes.
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