BDS GBAS地面监测阈值模型

Zhipeng Wang, Yu Yin, Qiang Li, Dan Song, Yue Zhang
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引用次数: 1

摘要

评估地面分系统完整性风险的一般方法是在地面上放置一系列监测器。然而,只有应用了适当的阈值,才能准确地评估风险。对于BDS GBAS,目前还没有成熟的阈值建模方法。基于东营机场实测数据,提出了一种改进的BDS GBAS地面监测仪阈值建模方法。与原方法相比,该方法有一定的改进。改进如下:(1)提出了核心和尾部边界的定义,以验证在计算阈值的膨胀步骤中是否满足超界要求。(2)在检验统计量归一化中,对于与高程无关的统计量,本文使用时间代替高程。(3)本文采用截断的方法,缓解了计算数据分布时遇到的重尾分布。(4)在处理小样本分析时,本文方法依赖于t分布而不是高斯分布。最后,结合实测数据和提出的改进方法,针对不同星座(GPS和BDS)、频率和卫星轨道等不同情况,建立了典型的阈值模型并进行了分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ground Monitor Threshold Models of BDS GBAS
The general method of evaluating the ground subsystem integrity risk consists of placing a series of monitors on the ground. However, only when the appropriate threshold is applied can the risk be accurately evaluated. For BDS GBAS, there is currently no developed method for threshold modeling. This paper proposes an improved method for threshold modeling of the BDS GBAS ground monitor based on real data collected at Dongying Airport. Compared with the original approach, this method results in certain improvements. The improvements are as follows: (1) Definition of the boundaries of the core and tails is proposed to verify satisfaction of the overbounding requirement in the inflation step to calculate thresholds. (2) This paper uses time instead of elevation for statistics that are independent of elevation in the normalization of test statistics. (3) The method of truncation is used in this paper to mitigate the heavy-tailed distribution that is encountered in the calculation of the data distribution. (4) The proposed method relies on the t distribution instead of the Gaussian distribution when dealing with the analysis of a small sample. Finally, combined with measured data and the proposed improved method mentioned, certain typical threshold models are developed and analyzed for different cases, including different constellations (GPS and BDS), frequencies and satellite orbits.
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