• DocumentCode
    3404570
  • Title

    MEMS Gyro´s Output Signal De-noising Based on Wavelet Analysis

  • Author

    Liu, Fuqiang ; Liu, Fanming ; Wang, Wenjing ; Xu, Bo

  • Author_Institution
    Harbin Eng. Univ., Harbin
  • fYear
    2007
  • fDate
    5-8 Aug. 2007
  • Firstpage
    1288
  • Lastpage
    1293
  • Abstract
    Due to the large power and wide frequency band, the stochastic noise in the output signal of MEMS gyro is difficult to eliminate. Therefore, this paper analyzes the MEMS gyro´s output signal´s error characteristic fist. Then, on the basis of the principle study of Wavelet Analysis Methods, a wavelet de-noising technique is implied to the gyro output signal and examined by the practical experiments in order to specify appropriate wavelet function and according parameters both for static and dynamic state. The experiment results show that the method presented can greatly reduce the noise in the gyro´s output signal and improve dynamic performance of the system.
  • Keywords
    gyroscopes; micromechanical devices; signal denoising; wavelet transforms; MEMS gyro output signal denoising; stochastic noise; system dynamic performance; wavelet analysis; wavelet function; Automation; Frequency; Mechanical sensors; Micromechanical devices; Noise reduction; Signal analysis; Signal denoising; Stochastic resonance; Vehicle dynamics; Wavelet analysis; MEMS gyro; Signal denoising; Wavelet Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation, 2007. ICMA 2007. International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-0828-3
  • Electronic_ISBN
    978-1-4244-0828-3
  • Type

    conf

  • DOI
    10.1109/ICMA.2007.4303735
  • Filename
    4303735