Title :
Multi-scale information fusion method for integrated navigation of aerospace vehicle
Author :
Rong-jun, Mu ; Fa-yi, Qu ; Nai-gang, Cui
Abstract :
A multi-scale information fusion estimation method based on wavelet filtering is presented in this paper. The method of signal multi-scale analysis and of multi-sensor information fusion technology have been combined, and used for the process of integrated navigation. The performance of system is also established, based on different `scale´ which could break the restriction of single scale one. The deficiency of regular filter estimating methods in dealing with high-frequency slowly time-varying noise is improved to some extent. Simulation results verified that multi-scale method used in integrated navigation could improve the precision and provide theory foundation for possible application of practical system.
Keywords :
aerospace accidents; radionavigation; sensor fusion; aerospace vehicle; integrated navigation; multi-scale information fusion method; signal multi-scale analysis; wavelet filtering; Estimation; Filtering theory; Low pass filters; Navigation; Noise; Wavelet transforms;
Conference_Titel :
Systems and Control in Aeronautics and Astronautics (ISSCAA), 2010 3rd International Symposium on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-6043-4
Electronic_ISBN :
978-1-4244-7505-6
DOI :
10.1109/ISSCAA.2010.5633045