Analysis of Fault Detection Based on Least Squares Approach for BDS Integrity Monitoring

Yi Zhang, Ershen Wang, Jing Guo, Yao Wang, Cen Wu, M. Liu
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Abstract

BDS receiver autonomous integrity monitoring plays an important role in avionic navigation system. In this paper, RAIM algorithm based on least squares approach is discussed. Least squares approach is used to detect and identify the fault satellite by the pseudo-range residual construction test statistics. The availability analysis of fault detection based on least squares approach of BDS single system is researched. The results show that the RAIM algorithm based on least squares approach can successfully detect and identify the fault satellite. After using the RAIM algorithm to eliminate fault satellite, it can be clearly seen that the positioning accuracy returns to a fault-free state. Moreover, the RAIM algorithm based on least squares is extremely important for the study of BDS satellite navigation and aviation user life safety.
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基于最小二乘法的BDS完整性监测故障检测分析
北斗接收机自主完整性监测在航空电子导航系统中起着重要作用。本文讨论了基于最小二乘法的RAIM算法。采用最小二乘方法,利用伪距离残差构造检验统计量对故障卫星进行检测和识别。研究了基于最小二乘法的BDS单系统故障检测的可用性分析。结果表明,基于最小二乘法的RAIM算法能够成功地检测和识别故障卫星。使用RAIM算法消除故障卫星后,可以清楚地看到定位精度恢复到无故障状态。此外,基于最小二乘的RAIM算法对于北斗卫星导航和航空用户生命安全的研究具有极其重要的意义。
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