• DocumentCode
    2807477
  • Title

    Full-waveform inversion of GPR data in frequency-domain

  • Author

    Yang, X. ; van der Kruk, J. ; Bikowski, J. ; Kumbhar, P. ; Vereecken, H. ; Meles, G.A.

  • Author_Institution
    Agrosphere, Forschungszentrum Julich, Jülich, Germany
  • fYear
    2012
  • fDate
    4-8 June 2012
  • Firstpage
    324
  • Lastpage
    328
  • Abstract
    A new full-waveform inversion scheme is developed to obtain high-resolution images of cross-hole ground penetrating radar (GPR) data. The inversion is formulated as a non-linear least squares problem which minimizes errors between synthetic and observed data. The full-waveform modeling is implemented in frequency domain using the finite-difference (FDFD) solution of Maxwell equation. Here, we are using an iterative gradient method (Gauss-Newton) where the gradient is determined by using the forward vector wavefield and the backward-propagated vectorial residual wavefield. The algorithm inverts sequentially from low to high frequencies and permittivity and conductivity distributions can be obtained simultaneously. Preliminary inversion results of a synthetic example for a homogeneous background model with embedded high contrast parameters anomalies show that the permittivity result is comparable with time domain full-waveform inversion that uses an expanding bandwidth for increasing iterations.
  • Keywords
    Maxwell equations; Newton method; electrical conductivity; finite difference methods; frequency-domain analysis; gradient methods; ground penetrating radar; image resolution; least squares approximations; permittivity; radar imaging; FD solution; GPR data; Gauss-Newton method; Maxwell equation; backward-propagated vectorial residual wavefield; conductivity distribution; cross-hole ground penetrating radar; error minimization; finite-difference solution; forward vector wavefield; frequency-domain; full-waveform inversion scheme; full-waveform modeling; high-resolution image; homogeneous background model; iterative gradient method; nonlinear least squares problem; observed data; permittivity; synthetic data; Full-waveform inversion; GPR; Gauss-Newton method; finite-difference frequency-domain (FDFD); frequency domain;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ground Penetrating Radar (GPR), 2012 14th International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4673-2662-9
  • Type

    conf

  • DOI
    10.1109/ICGPR.2012.6254883
  • Filename
    6254883