DocumentCode
1663017
Title
A modified method of nonlinear attitude estimation based on EKF
Author
Yang Ou ; Yuanqing Xia ; Mengyin Fu
Author_Institution
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear
2012
Firstpage
901
Lastpage
906
Abstract
This paper presents the design, analysis and performance of modified continuous extended Kalman filter based on complementary properties. The modified design departs from traditional solutions as better dynamic performance and steady-state performance for estimating the attitude angles on three axises, and effectively dominate the disturbance in practical system. In order to illustrate the better performance, the simulation results are given by comparing traditional extended Kalman filter with modified filter.
Keywords
Kalman filters; attitude control; attitude measurement; nonlinear filters; nonlinear systems; observability; EKF; attitude angle estimation; complementary property; dynamic performance; modified continuous extended Kalman filter; modified filter; nonlinear attitude estimation; nonlinear system; observability; steady-state performance; vector observation; Estimation; Kalman filters; Mathematical model; Noise; Nonlinear systems; Observability; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Automation Robotics & Vision (ICARCV), 2012 12th International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4673-1871-6
Electronic_ISBN
978-1-4673-1870-9
Type
conf
DOI
10.1109/ICARCV.2012.6485277
Filename
6485277
Link To Document