• 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