• DocumentCode
    1395652
  • Title

    On homomorphic deconvolution of bandpass signals

  • Author

    Marenco, Alvaro L. ; Madisetti, Vijay K.

  • Author_Institution
    Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    45
  • Issue
    10
  • fYear
    1997
  • fDate
    10/1/1997 12:00:00 AM
  • Firstpage
    2499
  • Lastpage
    2514
  • Abstract
    A convolution may be represented as x(.)=r(.)* w(.). The goal of deconvolution is to extract r(.) and w(.) from a knowledge of x(.) and it finds numerous applications in digital signal processing. Of practical interest in oil exploration is the case where w(.) is a seismic pressure wavelet, x(.) is the observed seismic response, and r(.) is the reflectivity of the Earth. A number of procedures have been proposed, including predictive, deterministic, and homomorphic deconvolution. Homomorphic deconvolution has been found to be particularly efficient for those cases where x(.) is known to be fullband. This paper presents a robust constructive procedure for efficient homomorphic deconvolution for those cases where x(.) is a bandpass signal. Extensive comparisons with other methods for deconvolving bandpass signals on measured seismic data traces (including the Novaya Zemlya event) illustrate the improvement in the deconvolution
  • Keywords
    convolution; deconvolution; geophysical signal processing; seismology; Earth reflectivity; Novaya Zemlya event; bandpass signals; convolution; deterministic deconvolution; digital signal processing; fullband signal; homomorphic deconvolution; measured seismic data traces; observed seismic response; oil exploration; predictive deconvolution; seismic pressure wavelet; Cepstral analysis; Cepstrum; Convolution; Deconvolution; Digital signal processing; Pollution measurement; Reflection; Reflectivity; Seismic measurements; Signal processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.640715
  • Filename
    640715