• 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