• DocumentCode
    3540601
  • Title

    Reducing measurement noise in rock bolts detecting

  • Author

    Cheng, Jiulong ; Sun, Xiaoyun ; Liu, Donghui ; Bian, Jianpeng ; Zou, D. H Steve

  • Author_Institution
    State Key Lab. of Coal Resources & Safe Min., China Univ. of Min. & Technol., Beijing, China
  • fYear
    2009
  • fDate
    16-19 Aug. 2009
  • Abstract
    For nonstationary signal in rock bolts detecting, an effective denoise method based on Hilbert-Huang transform is presented, and a few key questions using HHT method are discussed. At first, by empirical mode decomposition (EMD) algorithm, a sum of intrinsic mode functions (IMF) are got, and then, the IMF coefficients in useful signal dominative layer are proceeded using soft threshold method, at last, those IMF coefficients are reconstructed. Compared with the traditional wavelet transform, the HHT method is better to remove measurement noise.
  • Keywords
    Hilbert transforms; fasteners; signal denoising; Hilbert-Huang transform; empirical mode decomposition algorithm; intrinsic mode functions; measurement noise reduction; rock bolt detection; soft threshold method; wavelet transform; Acoustic reflection; Fasteners; Fourier transforms; Frequency; Noise measurement; Noise reduction; Signal analysis; Signal processing; Signal processing algorithms; Wavelet transforms; HHT method; Hilbert-Huang transform; IMF coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-3863-1
  • Electronic_ISBN
    978-1-4244-3864-8
  • Type

    conf

  • DOI
    10.1109/ICEMI.2009.5274025
  • Filename
    5274025