DocumentCode
574423
Title
D-optimal experimental design for calibration deterministic errors of DTG
Author
Li Fu ; Xi Yang ; Ling Ling Wang ; Jianghai Hu
Author_Institution
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
fYear
2012
fDate
27-29 June 2012
Firstpage
3968
Lastpage
3973
Abstract
This paper presents a novel experimental design for greatly improving the calibration accuracy of the acceleration-insensitive and the acceleration-sensitive biases of the dynamically tuned gyroscopes. A novel calibration procedure based on D-optimality criteria and real code genetic algorithm (RCGA) is established. In order to reduce experiment cost, the D-optimality criteria is constructed with constraints. The experiment results show that the new experimental procedure achieves better calibration results with only 12-position which is half the cost of the widely adopted 24-position experimental procedure. The experimental procedure proposed in this paper has been proved to be simple and efficient in calibrating Dynamically Tuned Gyro (DTG).
Keywords
acceleration; calibration; cost reduction; design of experiments; genetic algorithms; gyroscopes; navigation; tuning; 12-position experimental procedure; D-optimal experimental design; DTG; RCGA; acceleration-insensitive biases; acceleration-sensitive biases; calibration deterministic errors; dynamically tuned gyro calibration; dynamically tuned gyroscopes; experiment cost reduction; real code genetic algorithm; Acceleration; Accuracy; Calibration; Educational institutions; Equations; Genetic algorithms; Mathematical model;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315008
Filename
6315008
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