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
Link To Document :
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