DocumentCode
470020
Title
Temperature drift modeling for micro-mechanical gyro based on grey system
Author
Jinxian, Yang ; Gannan, Yuan
Author_Institution
Harbin Eng. Univ., Harbin
fYear
2007
fDate
18-20 Nov. 2007
Firstpage
567
Lastpage
570
Abstract
Based on temperature drift data of some micro-mechanical gyro, grey modeling research was carried out. Analyzing the essence of the traditional GM(1,1) model, and the logarithm transformation mathematic processing method was given for improving the smoothness of the primary data sequence and the approximate degree of the fitting equation. Then we built up a improved GM(1,1) model, compared with traditional GM(1,1) model, and it improves model accuracy. Further indicates model veracity and practice through error test, posteriori test and interrelated degree test.
Keywords
grey systems; gyroscopes; micromechanical devices; temperature measurement; grey system; micromechanical gyro; temperature drift modeling; traditional GM(1,1) model; Automation; Difference equations; Differential equations; Intelligent systems; Least squares approximation; Life testing; Mathematical model; Micromechanical devices; Predictive models; Temperature sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-1294-5
Electronic_ISBN
978-1-4244-1294-5
Type
conf
DOI
10.1109/GSIS.2007.4443338
Filename
4443338
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