DocumentCode :
3512377
Title :
Kalman filter stationarity analysis in the problem of INS errors estimation
Author :
Rataichuk, I. ; Kortunov, V.
Author_Institution :
Dept. of Radio-Electron. Syst. Dev., NAU KhAI, Kharkov, Ukraine
fYear :
2012
fDate :
9-12 Oct. 2012
Firstpage :
41
Lastpage :
44
Abstract :
Kalman filter has long been used in aircraft integrated navigation systems as the main instrument of estimating navigation errors. Its main advantage over simpler state estimators is the ability to adjust filter´s gain according to observable signal instability. But it is possible to use simple observers if filters gain is stationary regardless of aircraft maneuvers. In this paper the model of navigation errors dynamics is considered. This model is used in Kalman filer in integrated system simulation. Frequency domain representation of vehicle dynamics is used in this simulation to investigate filter stationarity. The results show that filter gain is stationary regardless of motion dynamics.
Keywords :
Kalman filters; aerospace simulation; aircraft navigation; frequency-domain analysis; vehicle dynamics; INS errors estimation; Kalman filter stationarity analysis; aircraft integrated navigation system; frequency domain representation; integrated system simulation; motion dynamics; navigation error estimation; navigation errors dynamics; vehicle dynamics; Navigation; Complementary Filter; Filter Stationarity; Integrated Navigation System; Kalman Filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Methods and Systems of Navigation and Motion Control (MSNMC), 2012 2nd International Conference
Conference_Location :
Kiev
Print_ISBN :
978-1-4673-2551-6
Type :
conf
DOI :
10.1109/MSNMC.2012.6475082
Filename :
6475082
Link To Document :
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