• DocumentCode
    2315845
  • Title

    The instantaneous frequency extraction of GPR B-scan data based on HHT method

  • Author

    Gan, Lu ; Zhou, Long ; You, Xinge ; Xiao, Juan

  • Author_Institution
    Electr. Inf. Eng. Dept., Wuhan Ploytechnic Univ., Wuhan, China
  • Volume
    3
  • fYear
    2012
  • fDate
    15-17 July 2012
  • Firstpage
    982
  • Lastpage
    985
  • Abstract
    The instantaneous frequency is an important feature of GPR image and signal. However, the traditional method either cannot realize the instantaneous frequency extraction in real sense or can only apply for narrow-band signal. The HHT method can extract intrinsic model function (IMF), and then combines Hilbert transfer to get the instantaneous frequency which can represent the time-varying frequency of the non-linear and non-stationary signal. In this article, the experiment is tested on B-scan GPR data, the result shows that the instantaneous frequency based on HHT can effectively represent the object and avoid the directive wave.
  • Keywords
    Hilbert transforms; feature extraction; ground penetrating radar; image representation; radar imaging; GPR B-scan data; GPR image feature; GPR signal feature; HHT method; Hilbert transfer; IMF extraction; directive wave; instantaneous frequency extraction; intrinsic model function extraction; narrow-band signal; nonlinear signal; nonstationary signal; time-varying frequency; Abstracts; Ground penetrating radar; Process control; Wavelet transforms; EMD; GPR; HHT; IMF; Instantaneous frequency;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
  • Conference_Location
    Xian
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4673-1484-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2012.6359487
  • Filename
    6359487