Wavelet methods for Ground Penetrating Radar imaging
A new algorithm for fixed-offset Ground Penetrating Radar imaging is derived. The forward model of this inversion scheme is based on the Born approximation and the dyadic Green function for a two-layer medium. The forward model is inverted using the Wavelet Galerkin Algorithms for solving integral e...
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| Published in: | Journal of computational and applied mathematics Vol. 169; no. 2; pp. 459 - 474 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Amsterdam
Elsevier B.V
15.08.2004
Elsevier |
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| ISSN: | 0377-0427, 1879-1778 |
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| Abstract | A new algorithm for fixed-offset Ground Penetrating Radar imaging is derived. The forward model of this inversion scheme is based on the Born approximation and the dyadic Green function for a two-layer medium. The forward model is inverted using the Wavelet Galerkin Algorithms for solving integral equations. We use the Laplacian operator to regularize the ill-posedness of the inverse problem. Numerical results are provided to illustrate performance of the inversion scheme. |
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| AbstractList | A new algorithm for fixed-offset Ground Penetrating Radar imaging is derived. The forward model of this inversion scheme is based on the Born approximation and the dyadic Green function for a two-layer medium. The forward model is inverted using the Wavelet Galerkin Algorithms for solving integral equations. We use the Laplacian operator to regularize the ill-posedness of the inverse problem. Numerical results are provided to illustrate performance of the inversion scheme. |
| Author | Liu, Fengshan Shi, Xiquan Xia, Xianggen Ling, Yi |
| Author_xml | – sequence: 1 givenname: Fengshan surname: Liu fullname: Liu, Fengshan email: fliu@desu.edu organization: Applied Mathematics Research Center, Department of Mathematics, Delaware State University, Dover, DE 19901, USA – sequence: 2 givenname: Yi surname: Ling fullname: Ling, Yi organization: Applied Mathematics Research Center, Department of Mathematics, Delaware State University, Dover, DE 19901, USA – sequence: 3 givenname: Xianggen surname: Xia fullname: Xia, Xianggen organization: Department of Electrical and Computer Engineering, University of Delaware, Newark, DE 19716, USA – sequence: 4 givenname: Xiquan surname: Shi fullname: Shi, Xiquan organization: Applied Mathematics Research Center, Department of Mathematics, Delaware State University, Dover, DE 19901, USA |
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| Keywords | 65R32 Wavelets 65R20 42C40 65F22 Scattering 65T60 Born approximation Ground Penetrating Radar imaging Ground penetrating radar Green function Laplacian Inverse problem Scattering theory Numerical approximation Numerical analysis Applied mathematics Radar imaging Integral equation Galerkin method |
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| References | Dahmen, Prössdorf, Schneider (BIB2) 1993; 1 Beylkin, Coifman, Rokhlin (BIB1) 1991; 44 Mallat (BIB8) 1989; 315 Deming, Devaney (BIB5) 1997; 13 Daniels (BIB3) 1996 Meincke (BIB10) 2001; 39 Mallat (BIB9) 1989; 11 Hansen, Johansen (BIB6) 2000; 38 Heil, Strang, Strela (BIB7) 1996; 73 Daubechies (BIB4) 1992 Wang, Oristaglio (BIB11) 2000; 65 Meincke (10.1016/j.cam.2003.12.036_BIB10) 2001; 39 Daubechies (10.1016/j.cam.2003.12.036_BIB4) 1992 Mallat (10.1016/j.cam.2003.12.036_BIB9) 1989; 11 Deming (10.1016/j.cam.2003.12.036_BIB5) 1997; 13 Dahmen (10.1016/j.cam.2003.12.036_BIB2) 1993; 1 Heil (10.1016/j.cam.2003.12.036_BIB7) 1996; 73 Daniels (10.1016/j.cam.2003.12.036_BIB3) 1996 Mallat (10.1016/j.cam.2003.12.036_BIB8) 1989; 315 Wang (10.1016/j.cam.2003.12.036_BIB11) 2000; 65 Beylkin (10.1016/j.cam.2003.12.036_BIB1) 1991; 44 Hansen (10.1016/j.cam.2003.12.036_BIB6) 2000; 38 |
| References_xml | – volume: 65 start-page: 1553 year: 2000 end-page: 1559 ident: BIB11 article-title: GPR imaging by generalzed radon Transform publication-title: Geophysics – volume: 1 start-page: 259 year: 1993 end-page: 335 ident: BIB2 article-title: Wavelet approximation methods for pseudodifferential equations II publication-title: Adv. Comput. Math. – year: 1992 ident: BIB4 publication-title: Ten Lectures on Wavelets – volume: 315 start-page: 69 year: 1989 end-page: 87 ident: BIB8 article-title: Multiresolution approximation and wavelet orthonormal bases of publication-title: Trans. Amer. Math. Soc. – volume: 11 start-page: 674 year: 1989 end-page: 693 ident: BIB9 article-title: A theory for multiresolution signal decomposition publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 13 start-page: 29 year: 1997 end-page: 45 ident: BIB5 article-title: Diffraction tomography for multi-monostatic ground penetrating radar image publication-title: Inverse Problems – year: 1996 ident: BIB3 publication-title: Surface Penetrating Roder – volume: 73 start-page: 75 year: 1996 end-page: 94 ident: BIB7 article-title: Approximation by translates of refinable functions publication-title: Numer. Math. – volume: 39 start-page: 2713 year: 2001 end-page: 2721 ident: BIB10 article-title: Linear GPR inversion for lossy soil and a planar air–soil interface publication-title: IEEE Trans. Geosci. Remote Sensing – volume: 44 start-page: 141 year: 1991 end-page: 183 ident: BIB1 article-title: Fast wavelet transforms and numerical algorithms I publication-title: Comm. Pure Appl. Math. – volume: 38 start-page: 496 year: 2000 end-page: 506 ident: BIB6 article-title: Inversion scheme for Ground Penetrating Radar that takes into account the planar air–soil interface publication-title: IEEE Trans. Geosci. Remote Sensing – year: 1996 ident: 10.1016/j.cam.2003.12.036_BIB3 – volume: 65 start-page: 1553 issue: 5 year: 2000 ident: 10.1016/j.cam.2003.12.036_BIB11 article-title: GPR imaging by generalzed radon Transform publication-title: Geophysics doi: 10.1190/1.1444843 – volume: 39 start-page: 2713 issue: 12 year: 2001 ident: 10.1016/j.cam.2003.12.036_BIB10 article-title: Linear GPR inversion for lossy soil and a planar air–soil interface publication-title: IEEE Trans. Geosci. Remote Sensing doi: 10.1109/36.975005 – volume: 44 start-page: 141 year: 1991 ident: 10.1016/j.cam.2003.12.036_BIB1 article-title: Fast wavelet transforms and numerical algorithms I publication-title: Comm. Pure Appl. Math. doi: 10.1002/cpa.3160440202 – volume: 1 start-page: 259 year: 1993 ident: 10.1016/j.cam.2003.12.036_BIB2 article-title: Wavelet approximation methods for pseudodifferential equations II publication-title: Adv. Comput. Math. doi: 10.1007/BF02072014 – volume: 13 start-page: 29 year: 1997 ident: 10.1016/j.cam.2003.12.036_BIB5 article-title: Diffraction tomography for multi-monostatic ground penetrating radar image publication-title: Inverse Problems doi: 10.1088/0266-5611/13/1/004 – volume: 38 start-page: 496 issue: 1 year: 2000 ident: 10.1016/j.cam.2003.12.036_BIB6 article-title: Inversion scheme for Ground Penetrating Radar that takes into account the planar air–soil interface publication-title: IEEE Trans. Geosci. Remote Sensing doi: 10.1109/36.823944 – volume: 73 start-page: 75 year: 1996 ident: 10.1016/j.cam.2003.12.036_BIB7 article-title: Approximation by translates of refinable functions publication-title: Numer. Math. doi: 10.1007/s002110050185 – year: 1992 ident: 10.1016/j.cam.2003.12.036_BIB4 – volume: 11 start-page: 674 issue: 7 year: 1989 ident: 10.1016/j.cam.2003.12.036_BIB9 article-title: A theory for multiresolution signal decomposition publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/34.192463 – volume: 315 start-page: 69 year: 1989 ident: 10.1016/j.cam.2003.12.036_BIB8 article-title: Multiresolution approximation and wavelet orthonormal bases of L2(R) publication-title: Trans. Amer. Math. Soc. |
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| SubjectTerms | Born approximation Exact sciences and technology Fourier analysis Ground Penetrating Radar imaging Integral equations, integral transforms Mathematical analysis Mathematics Numerical analysis Numerical analysis. Scientific computation Numerical linear algebra Scattering Sciences and techniques of general use Wavelets |
| Title | Wavelet methods for Ground Penetrating Radar imaging |
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