• DocumentCode
    454910
  • Title

    Realization of 2-D Seismic Migration FIR Digital Filters for 3-D Seismic Volumes via Singular Value Decomposition

  • Author

    Mousa, Wail A. ; Boussakta, Said ; McLernon, Des

  • Author_Institution
    Sch. of Electron. & Electr. Eng., Leeds Univ.
  • Volume
    2
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    In this paper, we propose a new scheme for realizing predesigned two-dimensional (2-D) complex-valued seismic migration FIR digital filters, which are used for migrating three-dimensional (3-D) seismic volumes. The realization is based on singular value decomposition (SVD) of such quadrantal symmetrical 2-D FIR filters. In order to simplify the SVD computations for such impulse response structure, we apply a special matrix transformation on the migration filter impulse responses where we guarantee the retention of their wavenumber phase response. Unlike the existing realization methods which are used for this geophysical application, this realization via SVD results in perfect circularly symmetrical magnitude and phase wavenumber responses. It also saves 23.08% of the number of multiplications per output sample as well as 61.54% of the number of additions per output sample when compared to direct implementation with symmetry via true 2-D convolution
  • Keywords
    FIR filters; acoustic convolution; geophysical signal processing; seismic waves; singular value decomposition; two-dimensional digital filters; 2D convolution; 2D seismic migration FIR digital filters; 3D seismic volumes; circularly symmetrical magnitude; geophysical application; matrix transformation; migration filter impulse responses; quadrantal symmetrical 2D FIR filters; singular value decomposition; two-dimensional complex-valued seismic migration; wavenumber phase response; Computational complexity; Convolution; Digital filters; Finite impulse response filter; Frequency; Geophysics computing; Matrix decomposition; Sampling methods; Singular value decomposition; Two dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1660464
  • Filename
    1660464