定位中的故障检测与排除优化

Nathan Knight, A. Almagbile, Jinling Wang, W. Ding, Yiping Jiang
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引用次数: 1

摘要

可靠性和完整性在无处不在的定位系统中变得越来越重要,特别是在关键应用中。为了实现可靠性和完整性措施,应该使用故障检测和排除(FDE)程序。然而,在卡方检验和离群值检验中,目前的FDE程序在连续性和可用性方面是次优的。这是由于假设偏置总是与具有最大保护级别(PL)的测量相对应,并且在连续性概率设置为预定义值而不是最大化的情况下。
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Optimising Fault Detection and Exclusion in positioning
Reliability and integrity has become increasingly important in ubiquitous positioning systems, and particularly in critical applications. To implement reliability and integrity measures, Fault Detection and Exclusion (FDE) procedures should be used. However, the current FDE procedures in the chi-square test and the outlier test are suboptimal in terms of continuity and availability. This is due to the assumption that the bias always corresponds with the measurement that has the largest Protection Level (PL), and in the setting of the continuity probability to a predefined value rather than being maximised.
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