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Impact Assessment of GNSS Spoofing Attacks on INS/GNSS Integrated Navigation System

机译:GNSS欺骗攻击对INS / GNSS组合导航系统的影响评估

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摘要

In the face of emerging Global Navigation Satellite System (GNSS) spoofing attacks, there is a need to give a comprehensive analysis on how the inertial navigation system (INS)/GNSS integrated navigation system responds to different kinds of spoofing attacks. A better understanding of the integrated navigation system’s behavior with spoofed GNSS measurements gives us valuable clues to develop effective spoofing defenses. This paper focuses on an impact assessment of GNSS spoofing attacks on the integrated navigation system Kalman filter’s error covariance, innovation sequence and inertial sensor bias estimation. A simple and straightforward measurement-level trajectory spoofing simulation framework is presented, serving as the basis for an impact assessment of both unsynchronized and synchronized spoofing attacks. Recommendations are given for spoofing detection and mitigation based on our findings in the impact assessment process.
机译:面对新兴的全球导航卫星系统(GNSS)欺骗攻击,有必要对惯性导航系统(INS)/ GNSS组合导航系统如何响应各种欺骗性攻击进行全面分析。借助欺骗性GNSS测量值对集成导航系统的行为有更深入的了解,这为我们提供了开发有效欺骗性防御措施的宝贵线索。本文重点研究了GNSS欺骗攻击对集成导航系统Kalman滤波器的误差协方差,创新序列和惯性传感器偏差估计的影响评估。提出了一种简单明了的测量级轨迹欺骗仿真框架,作为对未同步和同步欺骗攻击进行影响评估的基础。根据影响评估过程中的发现,针对欺骗检测和缓解提供了建议。

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