A method for fault detection and isolation in the integrated navigation system for UAV

被引:11
作者
Yang Bo [1 ]
Qin Yongyuan
Chai Yan
机构
[1] Northwestern Polytech Univ, Coll Automat, Xian 710072, Peoples R China
[2] Northwestern Polytech Univ, Sch Mat Sci & Engn, Xian 710072, Peoples R China
关键词
integrated navigation system for UAV; fault detection and isolation; parity vector; maximum likelihood estimate;
D O I
10.1088/0957-0233/17/6/033
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a method for real-time fault detection and isolation is presented, which has been tested successfully for unmanned aerial vehicles. In this method, two parity vectors are constructed to achieve the fault detection and isolation. In addition, the maximum likelihood estimate is used to estimate and correct the fault vector. Simulation results show that not only can the faulty system be detected accurately in time by this method, but also the fault can be repaired efficiently. Thus, the fault tolerance of the integrated system is improved remarkably by this method.
引用
收藏
页码:1522 / 1528
页数:7
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