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Novel Anti-spoofing Methods Based on Discrete Wavelet Transform in the Acquisition and Tracking Stages of Civil GPS Receiver

机译:基于离散小波变换的民用GPS接收机采集与跟踪阶段的反欺骗新方法

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摘要

The growing dependence of critical civil infrastructure on Global Positioning System (GPS) makes GPS interference not only a safety threat, but also a matter of national security. Spoofing could pose a major threat for GPS navigation systems, so the GPS users have to gain an in-depth understanding of GPS spoofing. Therefore, spoofing countermeasure is a significant subject of research these days. In this paper, we utilize wavelets transform (WT) as a tool that effectively hinders the adverse activities of these groups, and then introduce two novel methods to mitigate spoofing in the acquisition and tracking processes. In the first suggested algorithm, using WT in the acquisition process, we control satellite constellation to mitigate spoofing errors. After generating the in-phase and quadrature correlator output signals, called I and Q respectively, we apply the wavelet db3 to the Q samples to remove their noise components. In the second method, WT is used in a tracking loop. In this way, we apply sym4 to the Q arm, which results in spoofing reduction. We apply our new algorithms to both simulated and measurement data sets, to shed light on its performance. Results show that both methods successfully mitigate the spoofing effect on the tested data sets.
机译:关键民用基础设施对全球定位系统(GPS)的依赖性越来越高,这使得GPS干扰不仅构成安全威胁,而且关系到国家安全。欺骗可能会对GPS导航系统构成重大威胁,因此GPS用户必须深入了解GPS欺骗。因此,欺骗对策已成为当今研究的重要课题。在本文中,我们利用小波变换(WT)作为有效阻碍这些群体不良活动的工具,然后介绍了两种新颖的方法来减轻在捕获和跟踪过程中的欺骗。在第一个建议的算法中,在获取过程中使用WT,我们控制卫星星座以减轻欺骗错误。在生成分别称为I和Q的同相和正交相关器输出信号之后,我们将小波db3应用于Q样本以去除它们的噪声分量。在第二种方法中,WT用于跟踪循环。这样,我们将sym4应用于Q臂,从而减少了欺骗。我们将新算法应用于模拟和测量数据集,以阐明其性能。结果表明,两种方法都可以成功减轻对测试数据集的欺骗影响。

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