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Effective Sage-Husa Kalman filter for SINS/Doppler/Platform Compass integrated navigation system

Authors :
Hongmei Chen
Jianjuan Liu
Nanbo Liu
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.

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