• DocumentCode
    1844383
  • Title

    Decomposition of seismic signal based on Hilbert-Huang transform

  • Author

    Song, Jian-guo ; Lin, Song-hui ; Zhao, Cui-xia ; Liu, Hao-jie

  • Author_Institution
    Dept. of Geophys., China Univ. of Pet., Qingdao, China
  • Volume
    1
  • fYear
    2011
  • fDate
    13-15 May 2011
  • Firstpage
    813
  • Lastpage
    816
  • Abstract
    Hilbert-Huang transform (HHT) is a new time-frequency analytic method to get frequency variation with time of the non-linear and non-stationary signal. The basic implementation flow of this method includes two steps: empirical mode decomposition and Hilbert transform for instantaneous frequency. We can obtain the time-frequency spectrum of signal after these two steps. The key step of this method is empirical mode decomposition (EMD) with which any signal can be decomposed into a finite number of intrinsic mode functions (IMF). The IMF has clear physical significance. Applying Hilbert transform to those IMFs we obtain instantaneous frequency of each IMF. Displaying all the instantaneous frequencies on the same plane we get a time- frequency spectrum. This paper takes real seismic signal for example, presents a kind of empirical mode decomposition method which is fit for the decomposition of seismic signal and illustrates the superiority of Hilbert-Huang transform in analyzing seismic signal and its existing problem. Finally we will summarize the application of Hilbert-Huang transform in seismic data processing.
  • Keywords
    Hilbert transforms; signal processing; time-frequency analysis; Hilbert-Huang transform; empirical mode decomposition; intrinsic mode functions; seismic signal; time-frequency analytic method; Filtering; Geophysics; Petroleum; Signal resolution; Time frequency analysis; Transforms; Hilbert-Huang Transform; empirical mode decomposition; frequency analyze; signal decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Management and Electronic Information (BMEI), 2011 International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-1-61284-108-3
  • Type

    conf

  • DOI
    10.1109/ICBMEI.2011.5917060
  • Filename
    5917060