Title :
Research on modeling and compensation method of fiber optic gyro´ random error
Author :
Sun, Feng ; Luo, Chao ; Gao, Wei ; Nie, Qi
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., China
fDate :
29 July-1 Aug. 2005
Abstract :
Output data swatch of fiber optic gyro (FOG), which is not a smooth and random course, are taken the statistical test and smooth disposal with: establish 3 different ARMA mathematical models from the disposed swatch; based on ARMA models, system equations and observations are set up, then Kalman filter is carried out. The results of simulation shows that: Kalman filter, which bases on AR (3) model, can effectively eliminate random noise and compensate the FOG´ random error.
Keywords :
Kalman filters; autoregressive moving average processes; fibre optic gyroscopes; statistical testing; ARMA mathematical models; Kalman filter; compensation method; fiber optic gyroscope; random error; statistical test; Equations; Gyroscopes; Mathematical model; Optical fiber filters; Optical fibers; Optical filters; Optical interferometry; Optical noise; Random sequences; Sagnac interferometers;
Conference_Titel :
Mechatronics and Automation, 2005 IEEE International Conference
Print_ISBN :
0-7803-9044-X
DOI :
10.1109/ICMA.2005.1626591