DocumentCode :
914996
Title :
The Diagonalized Contrast Source Inversion Approach for Elastic Wave Inversion
Author :
Abubakar, Aria ; Habashy, Tarek M.
Author_Institution :
Schlumberger-Doll Res., Cambridge
Volume :
54
Issue :
9
fYear :
2007
fDate :
9/1/2007 12:00:00 AM
Firstpage :
1834
Lastpage :
1840
Abstract :
This study focuses on the inverse scattering of objects embedded in a homogeneous elastic background. The medium is probed by ultrasonic sources, and the scattered fields are observed along a receiver array. The goal is to retrieve the shape, location, and constitutive parameters of the objects through an inversion procedure. The problem is formulated using a vector integral equation . As is well-known, this inverse scattering problem is nonlinear and ill-posed. In a realistic configuration, this nonlinear inverse scattering problem involves a large number of unknowns, hence the application of full nonlinear inversion approaches such as Gauss-Newton or nonlinear gradient methods might not be feasible, even with present-day computer power. Hence, in this study we use the so-called diagonalized contrast source inversion (DCSI) method in which the nonlinear problem is approximately transformed into a number of linear problems. We will show that, by using a three-step procedure, the nonlinear inverse problem can be handled at the cost of solving three constrained linear inverse problems. The robustness and efficiency of this approach is illustrated using a number of synthetic examples.
Keywords :
elasticity; gradient methods; inverse problems; ultrasonic waves; Gauss-Newton method; diagonalized contrast source inversion; elastic wave inversion; inverse scattering; nonlinear gradient method; vector integral equation; Application software; Costs; Gradient methods; Integral equations; Inverse problems; Least squares methods; Newton method; Recursive estimation; Scattering; Shape; Algorithms; Computer Simulation; Elasticity; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Models, Theoretical; Radiation Dosage; Radiometry; Reproducibility of Results; Scattering, Radiation; Sensitivity and Specificity; Tomography, Optical; Ultrasonography;
fLanguage :
English
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-3010
Type :
jour
DOI :
10.1109/TUFFC.2007.467
Filename :
4337743
Link To Document :
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