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GNSS spoofing detection using a maximum likelihood-based sliding window method

机译:使用最大基于似然的滑动窗口方法进行欺骗检测

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The Global Navigation Satellite System is vulnerable to interference signals that can potentially disable the system, because the signal strength tends to be very weak. Interference such as jamming, which disables the receiver via excessively high signal strength in the satellite navigation frequency band, and spoofing, which induces the receiver to output erroneous position and time data via signals similar to actual navigation signals, disrupt satellite navigation systems. As the threat of interference is increasing, considerable research effort has been expended in an attempt to deal with it in various ways. Spoofing attacks are especially difficult to detect. This paper deals with a technique to detect a spoofing signal and to mitigate attacks on satellite navigation systems. The satellite navigation signal is influenced by the navigation satellite itself and errors due to environmental factors, and spoofing signal detection should be well reflected in the navigation signal. Especially, in the case of mobile receivers, it is not easy to detect a spoofing signal because the exact position of the receiver cannot be known. To detect a spoofing signal, additional hardware may be required; in some cases, heterogeneous sensors, such as inertial sensors, may be used. The technique introduced in this paper effectively discriminates spoofing signals based only on receiver measurements, without the need for additional devices. It generates test statistics based on the pseudorange, which is the measured value of the receiver position, and detects spoofing signals by setting the monitoring interval according to a “sliding window”. Because the proposed method uses output data and measurements obtained from the receiver, it can be applied to general receivers at low cost.
机译:全球导航卫星系统容易受到可能禁用系统的干扰信号,因为信号强度趋于非常弱。干扰诸如干扰,其通过卫星导航频带中的过高信号强度禁用接收器,并欺骗接收器通过类似于实际导航信号的信号输出错误的位置和时间数据,破坏卫星导航系统。由于干扰威胁正在增加,因此需要采取相当大的研究努力,以便以各种方式处理它。欺骗攻击尤为难以检测。本文涉及一种检测欺骗信号的技术和减轻卫星导航系统的攻击。卫星导航信号受导航卫星本身的影响和由于环境因素导致的误差,并且欺骗信号检测应在导航信号中良好反射。特别是,在移动接收器的情况下,由于不能知道接收器的精确位置,因此不容易检测到欺骗信号。为了检测欺骗信号,可能需要额外的硬件;在一些情况下,可以使用异质传感器,例如惯性传感器。本文介绍的技术仅基于接收器测量有效地辨别欺骗信号,而无需其他设备。它基于伪橙色生成测试统计,这是接收器位置的测量值,并通过根据“滑动窗口”设置监视间隔来检测欺骗信号。因为所提出的方法使用从接收器获得的输出数据和测量值,所以它可以以低成本应用于通用接收器。

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