Quantifying Observability and Analysis in Integrated Navigation

作者: Kai Shen , Yuanqing Xia , Meiling Wang , Konstantin A. Neusypin , Andrey V. Proletarsky

DOI: 10.1002/NAVI.225

关键词:

摘要: This paper concerns the problem of quantifying observability different states in linear (or linearized) time-varying systems with focus on usability to integrated navigation. The main goal is derivation a novel scalar method measure degree order quantitatively analyze each state variable system. new proposed analysis easily employed practice less computer memory and clearer physical meanings. application navigation was illustrated properties error-states. According simulation results, can help us compare further function as an indicator influence model parameters estimability errors.

参考文章(20)
Liansheng Wang, Yuanqing Xia, Observability analysis of Mars entry integrated navigation Advances in Space Research. ,vol. 56, pp. 952- 963 ,(2015) , 10.1016/J.ASR.2015.05.016
Zhengshi Yu, Pingyuan Cui, Shengying Zhu, Observability-Based Beacon Configuration Optimization for Mars Entry Navigation Journal of Guidance Control and Dynamics. ,vol. 38, pp. 643- 650 ,(2015) , 10.2514/1.G000014
Fredric Ham, R. Brown, Observability, Eigenvalues, and Kalman Filtering IEEE Transactions on Aerospace and Electronic Systems. ,vol. 19, pp. 269- 273 ,(1983) , 10.1109/TAES.1983.309446
Zhe Chen, Local observability and its application to multiple measurement estimation IEEE Transactions on Industrial Electronics. ,vol. 38, pp. 491- 496 ,(1991) , 10.1109/41.107106
D. Goshen-Meskin, I.Y. Bar-Itzhack, Observability analysis of piece-wise constant systems. I. Theory IEEE Transactions on Aerospace and Electronic Systems. ,vol. 28, pp. 1056- 1067 ,(1992) , 10.1109/7.165367
Vibhor L. Bageshwar, Demoz Gebre-Egziabher, William L. Garrard, Tryphon T. Georgiou, Stochastic Observability Test for Discrete-Time Kalman Filters Journal of Guidance Control and Dynamics. ,vol. 32, pp. 1356- 1370 ,(2009) , 10.2514/1.38128
Yaacov Rothman, Itzik Klein, Sagi Filin, Analytical Observability Analysis of INS with Vehicle Constraints Annual of Navigation. ,vol. 61, pp. 227- 236 ,(2014) , 10.1002/NAVI.63
Yonggang Tang, Yuanxin Wu, Meiping Wu, Wenqi Wu, Xiaoping Hu, Lincheng Shen, INS/GPS Integration: Global Observability Analysis IEEE Transactions on Vehicular Technology. ,vol. 58, pp. 1129- 1142 ,(2009) , 10.1109/TVT.2008.926213
Ihnsoek Rhee, M.F. Abdel-Hafez, J.L. Speyer, Observability of an integrated GPS/INS during maneuvers IEEE Transactions on Aerospace and Electronic Systems. ,vol. 40, pp. 526- 535 ,(2004) , 10.1109/TAES.2004.1310002
Y. Baram, T. Kailath, Estimability and regulability of linear systems IEEE Transactions on Automatic Control. ,vol. 33, pp. 1116- 1121 ,(1988) , 10.1109/9.14433