Title :
SO(3)-constrained Kalman filtering with application to attitude estimation
Author :
de Ruiter, Anton H. J.
Author_Institution :
Dept. of Aerosp. Eng., Ryerson Univ., Toronto, ON, Canada
Abstract :
This paper presents a new continuous-time Kalman-like filter directly on SO(3) for attitude estimation of a vehicle with vector and gyro measurements. The presented filter is inspired by a recently developed norm-constrained Kalman-like filter, which has successfully been applied to the attitude estimation problem when a quaternion parameterization is used. The filter is compared with a continuous-time multiplicative extended Kalman filter, which is also formulated directly on SO(3).
Keywords :
Kalman filters; attitude measurement; nonlinear filters; SO(3)-constrained Kalman filtering; attitude estimation problem; continuous-time Kalman-like filter; gyro measurements; multiplicative extended Kalman filter; norm-constrained Kalman-like filter; quaternion parameterization; vector measurements; Covariance matrices; Equations; Estimation; Kalman filters; Kinematics; Vectors; Vehicles; Aerospace; Estimation; Kalman filtering;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858692