• DocumentCode
    3631413
  • Title

    InSAR phase unwrapping based on extended Kalman filtering

  • Author

    Batuhan Osmanoglu;Shimon Wdowinski;Timothy H. Dixon;Juliet Biggs

  • Author_Institution
    Marine Geology and Geophysics, RSMAS - University of Miami, Key Biscayne, FL 33149 USA
  • fYear
    2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    InSAR phase measurements are relative, ambiguous due to 2π wrapping, and affected by atmospheric and other noise sources. For many real-world applications unambiguous displacement measurements are necessary. Currently available methods for extracting time series of surface displacement, start with unwrapping in time or space domain. We present a new extended Kalman filtering approach to phase unwrapping, which resolves the 2π ambiguity in a computationally efficient way. Also this algorithm can easily be expanded to use all the data available in space and time dimensions. Several modifications are made to the standard EKF for phase unwrapping. Hence we call our new algorithm as optimized Kalman (OK) filter.
  • Keywords
    "Synthetic aperture radar interferometry","Kalman filters","Phase measurement","Equations","Phase noise","Filtering","Geophysical measurements","Noise measurement","Seismic measurements","Signal to noise ratio"
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference, 2009 IEEE
  • ISSN
    1097-5659
  • Print_ISBN
    978-1-4244-2870-0
  • Electronic_ISBN
    2375-5318
  • Type

    conf

  • DOI
    10.1109/RADAR.2009.4977028
  • Filename
    4977028