Analysis of the distorted born approximation for subsurface reconstruction: Truncation and uncertainties effects

被引:111
作者
Leone, G [1 ]
Soldovieri, F
机构
[1] Univ Reggio Calabria, DIMET, I-89060 Reggio Di Calabria, Italy
[2] CNR, IREA, I-80124 Naples, Italy
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2003年 / 41卷 / 01期
关键词
buried-object detection; distorted Born approximation; electromagnetic scattering inverse problems; incomplete data; linear inversion; reconstruction algorithm;
D O I
10.1109/TGRS.2002.806999
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
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.
引用
收藏
页码:66 / 74
页数:9
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