• DocumentCode
    3076964
  • Title

    Study on De-noising of Gyro Signal Based on Wavelet Packet Threshold

  • Author

    Xue-Yuan, Lin ; Zhi-Bin, XU ; Fa-Mail, Liang

  • Author_Institution
    Dept. of Electron. Inf. Eng., Naval Aeronaut. & Astronaut. Univ., Yantai, China
  • Volume
    1
  • fYear
    2010
  • fDate
    4-6 June 2010
  • Firstpage
    342
  • Lastpage
    345
  • Abstract
    Pre-processing of the gyro signal is an effective way to improve the accuracy of the gyro. In this paper, the frequency band analysis method based on wavelet packet is used to detect the useful signal from noise which was measured at different angular velocity inputs, thus the effective frequency range gyro signal is identified. Then the gyro´s output is compensated for by wavelet packet dynamic threshold method at different sub-frequency range, thus the smooth motion characteristics of gyro could be improved, and the gyro has high precision in the overall measurement range. The results based on practical measured data show that this method can be applied in the scope of full-scale gyro error compensation, and can effectively improve the accuracy of the gyro output signal.
  • Keywords
    gyroscopes; signal denoising; wavelet transforms; angular velocity; frequency band analysis; frequency range gyro signal; gyro signal denoising; smooth motion characteristics; wavelet packet dynamic threshold; wavelet packet threshold; Angular velocity; Frequency measurement; Noise measurement; Noise reduction; Signal analysis; Signal detection; Signal processing; Velocity measurement; Wavelet analysis; Wavelet packets; Frequency Band Analysis Method; Gyro De-noising; Threshold function; Wavelet packet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Computing (ICIC), 2010 Third International Conference on
  • Conference_Location
    Wuxi, Jiang Su
  • Print_ISBN
    978-1-4244-7081-5
  • Electronic_ISBN
    978-1-4244-7082-2
  • Type

    conf

  • DOI
    10.1109/ICIC.2010.93
  • Filename
    5514163