DocumentCode :
3410001
Title :
Micro-mechanical gyro drift modeling based on GM(1,1) of reconstruction of background value
Author :
Yang, Jinxian ; Zhang, Ying
Author_Institution :
Sch. of Electr. & Autom., Henan Polytech. Univ., Jiaozuo, China
fYear :
2009
fDate :
10-12 Nov. 2009
Firstpage :
476
Lastpage :
479
Abstract :
After analyzing the essence of the traditional GM(1,1) model, background value was identified as key factor for precision and adaptability of GM(1,1) model, and a novel method was proposed to improve GM(1,1) model. Taking into calculation quantity and error, quadratic curve fitting was adopted to solve the unknown value, and Simpson integral formula was used to replace trapezoidal numerical integration method for reduce error. Based on temperature experiment data of micro-mechanical gyro, adopting the improved GM(1,1) model carried on building up a model, compared with traditional GM(1,1) model, it improved model accuracy. Further indicate model veracity and practice through error test, posteriori test and interrelated degree test.
Keywords :
curve fitting; gyroscopes; micromechanical devices; Simpson integral formula; background value reconstruction; micromechanical gyro drift modeling; quadratic curve fitting; trapezoidal numerical integration; Costs; Curve fitting; Differential equations; Intelligent systems; Least squares approximation; Life estimation; Predictive models; Temperature sensors; Testing; Weapons; 1) model; GM(1; accuracy test; background value; micro-mechanical gyro drift; reconstruction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4914-9
Electronic_ISBN :
978-1-4244-4916-3
Type :
conf
DOI :
10.1109/GSIS.2009.5408266
Filename :
5408266
Link To Document :
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