DocumentCode :
1156106
Title :
Analysis of the distorted Born approximation for subsurface reconstruction: truncation and uncertainties effects
Author :
Leone, Giovanni ; Soldovieri, Francesco
Author_Institution :
DIMET, Univ.´´ di Reggio Calabria, Italy
Volume :
41
Issue :
1
fYear :
2003
fDate :
1/1/2003 12:00:00 AM
Firstpage :
66
Lastpage :
74
Abstract :
The problem of determining the dielectric permittivity profile of buried objects starting from the knowledge of the scattered field is considered in the two-dimensional geometry when incomplete near-zone data are collected at a single frequency under a multiview/multistatic measurement configuration. In particular, attention is paid to the practical issues of the truncated observation domain and the presence of uncertainties on data. The problem is tackled with reference to the scalar polarization by linearization of the mathematical relationship between the unknown dielectric permittivity profile and the scattered field. A homogeneous, possibly lossy, half-space geometry for the subsurface modeling is adopted, thus leading to the so-called distorted Born approximation (DBA). A thorough investigation of the class of unknown functions that can be reliably retrieved is performed by dealing with singular value decomposition of the relevant linear operator. It results that even if sources and receivers are located at the interface, a very restricted set of profile variations can be reconstructed by a stable inversion algorithm. In particular, reduced vertical features of the buried objects with respect to the horizontal ones can be reconstructed under DBA. Moreover, the truncation of the observation domain further restricts this set, affecting mainly the vertical resolution. Numerical results confirming the validity of the analysis are also provided.
Keywords :
buried object detection; geophysical techniques; radar cross-sections; radar theory; remote sensing by radar; terrain mapping; terrestrial electricity; EM induction; EM scattering; EM wave scattering; buried object detection; dielectric permittivity profile; distorted Born approximation; geoelectric method; geophysical measurement technique; ground penetrating radar; near-zone; radar remote sensing; reduced vertical features; scalar polarization; scattered field; singular value decomposition; stable inversion algorithm; subsurface reconstruction; terrain mapping; terrestrial electricity; truncation effects; two-dimensional geometry; uncertainties effects; Approximation methods; Buried object detection; Dielectric measurements; Distortion measurement; Frequency measurement; Geometry; Permittivity measurement; Polarization; Scattering; Uncertainty;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2002.806999
Filename :
1183694
Link To Document :
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