• DocumentCode
    3690605
  • Title

    A hybrid adaptive method for interferometric phase filtering based on the mode and median filter

  • Author

    Qi Zhang;Tiandong Liu;Zegang Ding;Tao Zeng;Teng Long

  • Author_Institution
    School of Information and Electronics, Beijing Institute of Technology, Beijing, P.R. China, 100081
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    2971
  • Lastpage
    2974
  • Abstract
    In this paper, a creative hybrid adaptive filtering algorithm is designed to combine a modified mode filter with an adaptive median filter for the suppression of interferometric phase noise which is a quality insurance of the following phase unwrapping operation. This combination provides the hybrid filtering algorithm with remarkable flexibility to terrain. At first, this paper presents a modified mode filter with an adaptive shortest sub-interval estimator. Then, it uses the mode filtering result as the variable local phase center of the median filter and improves it with an adaptive filtering window varying with the residue density and correlation coefficient. Finally, a hybrid adaptive filtering algorithm is proposed for the reduction of interferometric phase noise. The studies utilize the simulated Peak data and the real Ayers Rock data as data support. Through analyzing the phase residues and the PSD values of the filtering results, we finally prove the validity of this method.
  • Keywords
    "Adaptive filters","Filtering algorithms","Phase noise","Filtering theory","Azimuth","Rocks"
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
  • ISSN
    2153-6996
  • Electronic_ISBN
    2153-7003
  • Type

    conf

  • DOI
    10.1109/IGARSS.2015.7326439
  • Filename
    7326439