Accommodating Direction Ambiguities in Direction of Arrival based GNSS Spoof Detection

Hridayangam Jain, S. Lo, Yu‐Hsuan Chen, F. Rothmaier, J. Powell
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引用次数: 5

Abstract

Using direction of arrival (DOA) for GNSS spoof detection has several desirable properties. First, DOA-based spoof detection makes any spoofing from a single antenna very detectable regardless of how sophisticated its generation. It is difficult for a GNSS spoofer to create different DOAs as it generally requires transmitting from different locations, simultaneously. Thus, it forces a spoofer to utilize a much more complicated transmission system than a single antenna to create signals that can deceive DOA-based spoof detection. Second, it is complementary to and independent of other commonly used GNSS spoof detection methods thus providing additional layer of protection and certitude to detection. To utilize this method, we need means of getting DOA measurements of GNSS signals, preferably one that is both simple and has small form factor equipment. Controlled reception pattern antenna (CRPA) and dual polarization antenna (DPA) are two means of making such measurements [1][2]. While simple, low-profile methods such as the DPA and a two-element antenna are preferred, these methods result in ambiguity in measured direction of arrivals. DPA measurements have a 180degree ambiguity while two-element antennas have a symmetric ambiguity in DOA along the axis between the two antennas. The ambiguity can affect detection performance and limit the utility of such a system. This paper examines the ambiguity issue, focused on the DPA. It examines and develops a processing method to handle the ambiguity. First, we create two separate cases from the ambiguous measurements – a best genuine and a best spoof case. From these cases, we develop tests to examine each case and their likelihood. We use the processing results of both cases to manage the ambiguity. The processing method is tested and demonstrated using simulations and data from on-air tests in both nominal and spoofing conditions.
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基于到达方向的GNSS欺骗检测中适应方向模糊
利用到达方向(DOA)进行GNSS欺骗检测具有几个理想的特性。首先,基于doa的欺骗检测使得来自单个天线的任何欺骗都非常可检测,无论其生成有多复杂。GNSS欺骗者很难创建不同的DOAs,因为它通常需要同时从不同的位置传输。因此,它迫使欺骗者利用比单个天线复杂得多的传输系统来创建可以欺骗基于doa的欺骗检测的信号。其次,它是补充和独立于其他常用的GNSS欺骗检测方法,从而提供额外的保护层和检测的确定性。为了利用这种方法,我们需要GNSS信号的DOA测量方法,最好是既简单又具有小尺寸设备的方法。可控接收方向图天线(CRPA)和双极化天线(DPA)是进行这种测量的两种手段[1][2]。虽然DPA和双单元天线等简单、低调的方法是首选方法,但这些方法会导致测量到的到达方向不明确。DPA测量有180度的模糊度,而双元天线的DOA沿两天线之间的轴方向有对称的模糊度。这种模糊性会影响检测性能并限制这种系统的效用。本文研究了歧义问题,重点是DPA。研究并发展了一种处理歧义的方法。首先,我们从模糊的测量中创建两个独立的情况-最佳真实情况和最佳欺骗情况。从这些案例中,我们开发测试来检查每个案例及其可能性。我们使用这两种情况的处理结果来管理歧义。在标称和欺骗条件下,使用模拟和空中测试数据对处理方法进行了测试和演示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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