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Effective Sage-Husa Kalman filter for SINS/Doppler/Platform Compass integrated navigation system
- Source :
- 2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC).
- Publication Year :
- 2016
- Publisher :
- IEEE, 2016.
-
Abstract
- This article aims at improving positioning precision and stability of the SINS/Doppler/Platform Compass integrated navigation system. Firstly, based on considering of the characteristic and performance of the integrated system, the system model is established. And the discrete state and measurement equations are achieved. Secondly, traditional Kalman filter for this system is usually unstable, and easy to divergent. So reasons for divergence of integrated navigation with traditional Kalman filter is analyzed. Thirdly, Sage-Husa Kalman filter based on UD decomposition is designed. And some improvements have been made according to the analysis results. Finally, several simulation experiments were made to test the effect of the improved algorithms. The simulation results indicate that improved Sage-Husa Kalman filter based on UD decomposition can guarantee the precision and stability of the SINS/Doppler/Platform Compass integrated navigation system.
- Subjects :
- 0209 industrial biotechnology
Engineering
business.industry
010401 analytical chemistry
Navigation system
Control engineering
02 engineering and technology
Kalman filter
01 natural sciences
Invariant extended Kalman filter
0104 chemical sciences
System model
Extended Kalman filter
020901 industrial engineering & automation
Control theory
Compass
Fast Kalman filter
business
Alpha beta filter
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC)
- Accession number :
- edsair.doi...........218791e2873184210892c7db8e927961
- Full Text :
- https://doi.org/10.1109/cgncc.2016.7828843