• DocumentCode
    2924789
  • Title

    A proposed design for noise reduction algorithm in seismograph on High Performance Computing using F-K filter

  • Author

    Aziz, Izzatdin Abdul ; Sandran, Thayalan ; Haron, Nazleeni Samiha ; Mehat, Mazlina

  • Author_Institution
    Universiti Teknologi PETRONAS, Malaysia
  • Volume
    4
  • fYear
    2008
  • fDate
    26-28 Aug. 2008
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper proposes a design of noise reduction algorithm for seismic data on a High Performance Computing (HPC) environment. The algorithm of interest is the F-k filter which can be optimized by executing it using parallel processing architecture. The implementation of the above mentioned noise filtering technique comprises of 3 stages which are Fast Fourier Transform followed by F-k filtering and finally inverse of Fast Fourier Transformation. Each of the slave nodes in the cluster would have the complete filtering algorithms and would be fed with the Seismic Shot Records in the form of binary codes. The number of Shot Records that would be given to a node at a given instance varies according to the complexity of each Shot Record. Load balancing is one of the major concerns for this project and that would be accomplished by the master node which acts as the coordinator for the entire process.
  • Keywords
    Algorithm design and analysis; Binary codes; Computer architecture; Fast Fourier transforms; Filtering algorithms; Filters; High performance computing; Noise reduction; Parallel processing; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, 2008. ITSim 2008. International Symposium on
  • Conference_Location
    Kuala Lumpur, Malaysia
  • Print_ISBN
    978-1-4244-2327-9
  • Electronic_ISBN
    978-1-4244-2328-6
  • Type

    conf

  • DOI
    10.1109/ITSIM.2008.4631906
  • Filename
    4631906