Title :
Reduced-order Kalman filter for RLG SINS initial alignment
Author :
Lu, Shaolin ; Xie, Ling ; Chen, Jiabin
Author_Institution :
Beijing Inst. of Technol., Beijing
Abstract :
A closed-loop reduced-order Kalman filter is utilized to perform initial alignment of ring laser gyroscope strapdown inertial navigation system. The observability of the system with different measurement models were analyzed in detail. Navigation algorithm in alignment is modified to feedback continuously for the closed-loop system. The feasibility of this solution is verified through simulation and experiments. It is shown that the initial covariance of Kalman filter can influence the speed of initial alignment significantly because the covariance can not reflect the true state of the azimuth very well. At the beginning of alignment, Kalman filter must make a very conservative guess at the initial value of azimuth angle. If not, initial alignment will be accomplished at a low speed.
Keywords :
Kalman filters; closed loop systems; gyroscopes; inertial navigation; reduced order systems; ring lasers; RLG SINS; closed-loop filter; closed-loop system; reduced-order Kalman filter; ring laser gyroscope strapdown inertial navigation system; Algorithm design and analysis; Azimuth; Force measurement; Gyroscopes; Inertial navigation; Laser feedback; Observability; Ring lasers; Silicon compounds; Velocity measurement; Initial Alignment; Kalman Filter; Reduced-order Kalman Filter; Ring Laser Gyroscope; Strapdown Inertial Navigation System;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4598016