• DocumentCode
    2949179
  • Title

    GPU-Based HHT Algorithm for Large Seismic Data

  • Author

    Xie, Kai ; Yu, WenMao ; Yu, HuoQuan ; Wu, Peng ; Li, Tao ; Peng, MinFang

  • Author_Institution
    Sch. of Electron. Inf., Yangtze River Univ., Jingzhou, China
  • fYear
    2011
  • fDate
    20-21 Aug. 2011
  • Firstpage
    148
  • Lastpage
    151
  • Abstract
    In order to distinguish and validate the characteristic of original seismic profile or interface of lithology, an improved Hilbert-Huang algorithm is presented in this letter, it decomposes the signal into a finite set of empirical mode component, and then Hilbert spectrum analyses for decomposed component. We use GPU for the parallel processing of massive seismic data, it greatly improved the processing speed. In this letter, we test our method by four sets of seismic data, the experiment results show GPU-based method is about 4 times faster than CPU-based method.
  • Keywords
    Hilbert transforms; computer graphic equipment; computer graphics; coprocessors; geophysics computing; parallel processing; seismology; GPU-based HHT algorithm; Hilbert spectrum analysis; Hilbert-Huang algorithm; empirical mode component; graphical processing unit; lithology; seismic profile; Algorithm design and analysis; Computer architecture; Graphics processing unit; Instruction sets; Parallel processing; Pipelines; Transforms; Graphical Processing Unit; HHT; Parallel Computing; Seismic data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence Science and Information Engineering (ISIE), 2011 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4577-0960-9
  • Electronic_ISBN
    978-0-7695-4480-9
  • Type

    conf

  • DOI
    10.1109/ISIE.2011.33
  • Filename
    5997400