BDS-3 Integrity Risk Modeling and Probability Evaluation

被引:6
作者
Chen, Lei [1 ,2 ]
Gao, Weiguang [2 ]
Hu, Zhigang [3 ]
Cao, Yueling [4 ]
Pei, Ling [1 ]
Liu, Cheng [2 ]
Zhou, Wei [2 ]
Liu, Xuanzuo [5 ]
Chen, Liang [5 ,6 ]
Yang, Ronghua [7 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Key Lab Nav & Locat Based Serv, 800 Dong Chuan Rd, Shanghai 200240, Peoples R China
[2] Beijing Inst Tracking & Telecommun Technol, Beijing 100094, Peoples R China
[3] Wuhan Univ, GNSS Res Ctr, Luoyu Rd 129, Wuhan 430079, Peoples R China
[4] Chinese Acad Sci, Shanghai Astron Observ, Shanghai 200030, Peoples R China
[5] Beijing BDStar Nav Co Ltd, Beijing 100094, Peoples R China
[6] Beihang Univ, Sch Elect & Informat Engn, 37 Xueyuan Rd, Beijing 100191, Peoples R China
[7] Chongqing Univ, Sch Civil Engn, Chongqing 400045, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
BDS-3; SISRE; integrity risk tree; IFMEA; GNSS integrity monitoring;
D O I
10.3390/rs14040944
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Focusing on the global integrity monitoring performance of the BDS-3, the integrity failure model and effect analysis (IFMEA) of the system space segment and the ground control segment were carried out, and the system integrity risk tree model was established according to the IFMEA results. To evaluate the system's integrity risk probability more reasonably, this paper establishes an abnormal event prediction model with a Bayesian method, based on actual operation data, under a situation in which the BDS-3 just opened service. With statistical analysis results of system anomalies since 27 December 2018-which is the date the BDS-3 began providing basic service-according to the anomaly prediction model, the system's integrity risk probability under the 95% confidence limit was calculated to be approximately 0.9e-7/h, meeting the design index requirements of 1e-7/h. The analysis results also show that the main risk factors affecting the integrity of BDS-3 are 'pseudorange measurement anomaly' and 'miss-detection of satellite autonomous integrity monitoring'. The results are important references with practical engineering significance for improving the integrity performance of BDS-3.
引用
收藏
页数:19
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