DocumentCode
2337932
Title
Fuzzy Modeling and Compensation of Scale Factor for MEMS Gyroscope
Author
Jianli, Li ; Min, Du
Author_Institution
Dept. of the Instrum. Sci. & Optoelectron. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Volume
1
fYear
2010
fDate
18-20 Dec. 2010
Firstpage
766
Lastpage
771
Abstract
For MEMS gyroscope, The error of scale factor is severe and therefore vital to analyze and compensate the error to improve the performance of gyroscope. Based on the operational principle of Dual Gimbaled MEMS gyroscope, it is analyzed that the physical origin of offset, nonlinear and asymmetry errors of scale factor. The error model of scale factor is proposed. The fuzzy logic, a method to compensate scale factor, is presented. The experimental results show that the dynamic raw error of gyroscope is 4053.2°/h (1σ), and error compensated by the fuzzy logic is improved to 79.0°/h (1σ). Compared with the conventional methods of 1th order curve fitting and segmented methods, the precision of gyroscope compensated by fuzzy logic is improved 15.4 and 7.5 times respectively. It verifies the accuracy of the fuzzy model and compensation, and improves of gyroscope in dynamic maneuvering.
Keywords
error analysis; fuzzy logic; gyroscopes; micromechanical devices; MEMS gyroscope; compensation of scale factor; curve fitting; error model; fuzzy modeling; compensation; error analysis; fuzzy logic; microelectromechanical devices; scale factor;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Manufacturing and Automation (ICDMA), 2010 International Conference on
Conference_Location
ChangSha
Print_ISBN
978-0-7695-4286-7
Type
conf
DOI
10.1109/ICDMA.2010.203
Filename
5701273
Link To Document