• DocumentCode
    3668255
  • Title

    Combining CEEMD and predictive deconvolution for the suppression of multiple reflections and coherent noise in GPR signals

  • Author

    M. Manataki;A. Sarris;A. Vafidis

  • Author_Institution
    Laboratory of Geophysical-Satellite Remote Sensing &
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Complete Ensemble Empirical Mode Decomposition (CEEMD) is a novel noise assisted and adaptive technique appropriate for decomposing GPR signals. In this study we combine CEEMD and predictive deconvolution on several GPR lines to examine its capability to suppress both coherent and random noise. The effect of this approach is presented in a GPR section and depth-slices where the instantaneous envelope was additionally used. The results obtained are promising as CEEMD improves the response from deeper levels, while the predictive deconvolution removes coherent noise and partially suppresses multiple reflections.
  • Keywords
    "Noise","Ground penetrating radar","Deconvolution","Reflection","Empirical mode decomposition","Noise level","Antennas"
  • Publisher
    ieee
  • Conference_Titel
    Advanced Ground Penetrating Radar (IWAGPR), 2015 8th International Workshop on
  • Type

    conf

  • DOI
    10.1109/IWAGPR.2015.7292643
  • Filename
    7292643