• DocumentCode
    2667043
  • Title

    Uncertainty analysis in advanced differential interferometric SAR processing

  • Author

    Crosetto, M. ; Monserrat, O. ; Agudo, M. ; Crippa, B. ; Rossi, Gustavo

  • Author_Institution
    Inst. of Geomatics (IG), Castelldefels
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    1171
  • Lastpage
    1173
  • Abstract
    The DInSAR technique enables to determine with precision the surface displacements, using a combination of multiple interferograms. The DInSAR processing steps generate different kinds of errors, which propagate in the entire chain. This work is focused on a particular type of error generated during the DInSAR processing: the unwrapping related errors. The errors generated during the unwrapping process and the use of a procedure to automatically detect and correct them are presented in this work. By an iterative process and exploiting the SVD least squares method for outliers rejection, this procedure determines the phases values associated with each SAR image, starting from a stack of interferograms. It works on previously selected pixels and provides good results with high observation redundancy. The effectiveness of the procedure is illustrated by using ERS SAR data acquired over Barcelona (Spain).
  • Keywords
    geophysical signal processing; least squares approximations; measurement uncertainty; radar interferometry; radar signal processing; remote sensing by radar; synthetic aperture radar; Barcelona; DInSAR processing; ERS SAR data; SVD least squares method; differential interferometric SAR; iterative process; outliers rejection; surface displacements; uncertainty analysis; Atmosphere; Error correction; Geoscience; Interferometry; Iterative methods; Least squares methods; Phase estimation; Redundancy; Synthetic aperture radar; Uncertainty; outliers rejection differential interferograms; redundancy; unwrapping errors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-1211-2
  • Electronic_ISBN
    978-1-4244-1212-9
  • Type

    conf

  • DOI
    10.1109/IGARSS.2007.4423012
  • Filename
    4423012