• DocumentCode
    1160106
  • Title

    Multiple-incidence and multifrequency for profile reconstruction of random rough surfaces using the 3-D electromagnetic fast multipole model

  • Author

    El-Shenawee, Magda ; Miller, Eric L.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Arkansas, Fayetteville, AR, USA
  • Volume
    42
  • Issue
    11
  • fYear
    2004
  • Firstpage
    2499
  • Lastpage
    2510
  • Abstract
    A fast algorithm for reconstructing the profile of random rough surfaces using electromagnetic scattering data is presented. The algorithm is based on merging a fast forward solver and an efficient optimization technique. The steepest descent fast multipole method is used as the three-dimensional fast forward solver. A rapidly convergent descent method employing a "marching-on" strategy for processing multifrequency and multi-incidence angle data is introduced to minimize an underlying cost function. The cost function represents the error between true (synthetic) and simulated scattered field data. Several key issues that impact the accuracy in reconstructing the rough profile are examined in this work, e.g., the location and number of receivers, the incident and scattered directions, the surface roughness, and details regarding the manner in which sensitivity information is computed in the inversion scheme. The results show that using the multiple-incidence (one angle at a time) and the multifrequency (one frequency at a time) strategies lead to improve the profile reconstruction.
  • Keywords
    backscatter; geophysical signal processing; ground penetrating radar; image reconstruction; optimisation; remote sensing by radar; rough surfaces; terrain mapping; 3D electromagnetic fast multipole model; convergent descent method; cost function minimization; electromagnetic scattering data; fast forward solver; ground penetrating radar; inverse scattering; marching-on strategy; multifrequency angle data; multiincidence angle data processing; optimization technique; optimization techniques; profile reconstruction; random rough surfaces; sensitivity information; steepest descent fast multipole method; surface roughness; Cost function; Electromagnetic modeling; Electromagnetic scattering; Ground penetrating radar; Image reconstruction; Radar scattering; Rough surfaces; Signal processing algorithms; Surface reconstruction; Surface roughness; 65; Fast algorithms; inverse scattering; optimization techniques; profile reconstruction; rough surface scattering;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2004.834762
  • Filename
    1356063