小型无人机动态飞行机动实时EKF矢量跟踪算法的性能

P. Rudnik, L. Kurz, A. Winterstein, M. Cuntz
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引用次数: 0

摘要

为了加强在动态飞行机动中的跟踪,由德国航空航天中心(DLR)开发的小型化实时全球导航卫星系统(GNSS)接收机伽利略天线(GALANT)配备了鲁棒矢量跟踪算法。为了强化接收机,平台上使用的算法通过利用2×2天线阵列获取的空间信息及其处理来排除非视距信号。这篇论文的重点是通过在慕尼黑附近的农村地区进行野外飞行试验,对接收机及其跟踪算法进行实验验证的规划、执行和评估。该算法仅依赖GNSS信息,而不使用其他传感器数据输入,如惯性测量单元(IMU)或指南针,该系统被安装在一架紧凑型六轴飞行器上,并研究了信号跟踪的潜在优势。基于对干扰源的空间抑制,该接收机已被开发成能够抵御来自不同来源的有意和无意干扰,这一点已在先前的测试中得到证实。执行这些技术还抑制了来自干扰源方向的卫星信号,这些信号需要被恢复。为了测试所实现的矢量跟踪算法在信号恢复方面的性能,接收机在变换星座时暴露在地面干扰源中。
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Capabilities of a Real-Time EKF Vector Tracking Algorithm for Dynamic Flight Maneuvers With Small UAVs
To strengthen tracking in dynamic flight maneuvers the miniaturized real-time Global Navigation Satellite System (GNSS) receiver GALileo ANTenna (GALANT), developed by the German Aerospace Center (DLR), has been equipped with a robust vector tracking algorithm. To harden the receiver the algorithm used on the platform excludes Non-Line-Of-Sight signals by exploiting spatial information gained by the 2×2 antenna array and its processing. This contribution focuses on the planning, execution and evaluation of the experimental validation of the receiver and its tracking algorithm by conduction of open field flight test in the rural area near Munich. The developed system was fitted as payload to a compact hexacopter and the potential benefits in signal tracking are investigated, while the algorithm relies on GNSS information only and uses no other sensor data input such as Inertial Measurement Unit (IMU) or compass. The receiver has been developed to be resilient to intentional and unintentional interference from diverse origins based on spatial suppression of jamming sources, which has been proven in previous tests. Performing these techniques also suppresses satellite signals impinging from the direction of the interference source, which need to be recovered. To test the performance of the implemented vector tracking algorithm with respect to the signal recovery, the receiver is exposed to a jamming source on ground while changing the constellation.
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