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GPS integrity: failure detection by autonomous means in a flight environment

机译:GPS完整性:在飞行环境中通过自主方式进行故障检测

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摘要

In aircraft navigation, civil or military, it is certainly a prime requisite to be able to detect system failures quickly and alert the flight crew accordingly. There has been much interest in using the Global Positioning System (or GPS) for air navigation although the overall integrity of this new system has not yet been thoroughly proven;This study is part of a larger effort aimed at answering this question by looking specifically at the problem of the detection of subtle system clock failures. Several detection models, all patterned after the Magill adaptive filter, were developed and studied. One of these was chosen over the others to demonstrate failure detection in various flight environments and under different failure conditions;The Magill scheme calls for a parallel testing of several composite hypotheses, each identifying a measurement (pseudorange from a satellite in the case of GPS) to detect the failure. There can, of course, be as many hypotheses as there are measurement sources available. A null hypothesis covers the no-failure situation. Conditional probability calculations uniquely associated with each hypothesis provide the proper indication as to which of the hypotheses is the \u22correct\u22 one after accumulating enough information from the observed measurements;In the Monte Carlo simulations carried out to test this detection scheme, favorable results were obtained. The enroute scenario for an aircraft involves very modest dynamics which, when taken advantage of, showed clearly the feasibility of prompt detection and identification in this situation. In the dynamically noisier nonprecision approach environment, the results obtained were somewhat marginal, though encouraging nonetheless.
机译:在民用或军用飞机导航中,最重要的条件是能够快速发现系统故障并相应地向飞行机组发出警报。尽管尚未完全证明新系统的整体完整性,但使用全球定位系统(或GPS)引起了人们极大的兴趣;这项研究是旨在通过着眼于检测细微的系统时钟故障的问题。开发并研究了几种检测模型,所有检测模型都在Magill自适应滤波器之后进行了图案化。选择其中一个而不是其他来演示在各种飞行环境中以及在不同故障条件下的故障检测; Magill方案要求对多个复合假设进行并行测试,每个复合假设都可以识别测量值(在GPS情况下,是来自卫星的伪距)检测故障。当然,可以有与可用的测量源一样多的假设。零假设涵盖了无故障情况。与每个假设唯一相关的条件概率计算可在从观察到的测量值中积累足够的信息后,正确地指出哪个假设是正确的;在蒙特卡洛模拟中对该测试方案进行了测试,得出了令人满意的结果获得。飞机的进场场景涉及非常适度的动力,利用这些优势,可以清楚地表明在这种情况下进行及时检测和识别的可行性。在动态嘈杂的非精确进近环境中,尽管令人鼓舞,但获得的结果有些微。

著录项

  • 作者

    Hwang, Patrick Yung Chih;

  • 作者单位
  • 年度 1986
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  • 原文格式 PDF
  • 正文语种 en
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