Robust and Secure UAV Navigation Using GNSS, Phased-Array Radio System and Inertial Sensor Fusion

S. Albrektsen, T. Bryne, T. Johansen
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引用次数: 10

Abstract

Positioning using global navigation satellite systems (GNSS) has for several years been the de facto method for long-range navigation of ground, marine and aerial vehicles. With global coverage, high accuracy, and lightweight receivers, GNSS positioning has several desirable properties, especially on unmanned aerial systems (UAVs) with limited sensor payload capacity. However, due to the low signal-to-noise ratio (SNR) of the GNSS signals the navigation signal is prone to malicious attacks, such as jammig or spoofing. In the last few years, alternative solutions for absolute positioning of unmanned vehicles have emerged. One example of this is positioning using a phased array radio systems (PARS). PARS equipment has the potential to provide position measurements that are accurate within tens of meters. The PARS solutions typically have significantly higher SNR and strongly encrypted messages, which makes them robust towards malicious attacks. This paper presents a method for an inertial navigation system which is aided using redundant position sensors. The high-accuracy RTK solution is the primary position reference, when it is available. The PARS is used to detect if GNSS solution is being spoofed (or jammed), and is used as the fall-back positioning solution.
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基于GNSS、相控阵无线电系统和惯性传感器融合的鲁棒安全无人机导航
多年来,利用全球导航卫星系统(GNSS)进行定位一直是地面、海上和空中交通工具远程导航的实际方法。凭借全球覆盖、高精度和轻型接收器,GNSS定位具有几个理想的特性,特别是在传感器有效载荷能力有限的无人机系统(uav)上。然而,由于GNSS信号的信噪比较低,导航信号容易受到干扰或欺骗等恶意攻击。在过去的几年中,出现了无人驾驶车辆绝对定位的替代解决方案。其中一个例子是使用相控阵无线电系统(PARS)进行定位。PARS设备有可能提供精确到几十米的位置测量。PARS解决方案通常具有高得多的信噪比和强加密的消息,这使得它们对恶意攻击非常健壮。提出了一种利用冗余位置传感器辅助惯性导航系统的方法。高精度RTK解决方案是主要的位置参考,当它可用时。PARS用于检测GNSS解决方案是否被欺骗(或干扰),并用作后撤定位解决方案。
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