The generalized polarization tensors for resolved imaging. Part I: Shape reconstruction of a conductivity inclusion
HTML articles powered by AMS MathViewer
- by Habib Ammari, Hyeonbae Kang, Mikyoung Lim and Habib Zribi;
- Math. Comp. 81 (2012), 367-386
- DOI: https://doi.org/10.1090/S0025-5718-2011-02533-0
- Published electronically: August 15, 2011
- PDF | Request permission
Abstract:
With each $\mathcal {C}^2$-domain and material parameter, an infinite number of tensors, called the Generalized Polarization Tensors (GPTs), is associated. The GPTs contain significant information on the shape of the domain and its material parameter. They generalize the concept of Polarization Tensor (PT), which can be seen as the first-order GPT. It is known that given an arbitrary shape, one can find an equivalent ellipse or ellipsoid with the same PT. In this paper we consider the problem of recovering finer details of the shape of a given domain using higher-order polarization tensors. We design an optimization approach which solves the problem by minimizing a weighted discrepancy functional. In order to compute the shape derivative of this functional, we rigorously derive an asymptotic expansion of the perturbations of the GPTs that are due to a small deformation of the boundary of the domain. Our derivations are based on the theory of layer potentials. We perform some numerical experiments to demonstrate the validity and the limitations of the proposed method. The results clearly show that our approach is very promising in recovering fine shape details.References
- Habib Ammari, Elena Beretta, Elisa Francini, Hyeonbae Kang, and Mikyoung Lim, Optimization algorithm for reconstructing interface changes of a conductivity inclusion from modal measurements, Math. Comp. 79 (2010), no. 271, 1757–1777. MR 2630011, DOI 10.1090/S0025-5718-10-02344-6
- Habib Ammari, Elena Beretta, Elisa Francini, Hyeonbae Kang, and Mikyoung Lim, Reconstruction of small interface changes of an inclusion from modal measurements II: the elastic case, J. Math. Pures Appl. (9) 94 (2010), no. 3, 322–339 (English, with English and French summaries). MR 2679030, DOI 10.1016/j.matpur.2010.02.001
- Habib Ammari and Hyeonbae Kang, High-order terms in the asymptotic expansions of the steady-state voltage potentials in the presence of conductivity inhomogeneities of small diameter, SIAM J. Math. Anal. 34 (2003), no. 5, 1152–1166. MR 2001663, DOI 10.1137/S0036141001399234
- Habib Ammari and Hyeonbae Kang, Properties of the generalized polarization tensors, Multiscale Model. Simul. 1 (2003), no. 2, 335–348. MR 1990200, DOI 10.1137/S1540345902404551
- Habib Ammari and Hyeonbae Kang, Reconstruction of small inhomogeneities from boundary measurements, Lecture Notes in Mathematics, vol. 1846, Springer-Verlag, Berlin, 2004. MR 2168949, DOI 10.1007/b98245
- Habib Ammari and Hyeonbae Kang, Polarization and moment tensors, Applied Mathematical Sciences, vol. 162, Springer, New York, 2007. With applications to inverse problems and effective medium theory. MR 2327884
- H. Ammari, H. Kang, E. Kim, and J.Y. Lee, The generalized polarization tensors for resolved imaging. Part II: Shape and electromagnetic parameters reconstruction of an electromagnetic inclusion from multistatic measurements, Math. Comp., to appear.
- Habib Ammari, Hyeonbae Kang, Eunjoo Kim, and Mikyoung Lim, Reconstruction of closely spaced small inclusions, SIAM J. Numer. Anal. 42 (2005), no. 6, 2408–2428. MR 2139399, DOI 10.1137/S0036142903422752
- Habib Ammari, Hyeonbae Kang, Mikyoung Lim, and Habib Zribi, Conductivity interface problems. I. Small perturbations of an interface, Trans. Amer. Math. Soc. 362 (2010), no. 5, 2435–2449. MR 2584606, DOI 10.1090/S0002-9947-09-04842-9
- Habib Ammari, Hyeonbae Kang, and Karim Touibi, Boundary layer techniques for deriving the effective properties of composite materials, Asymptot. Anal. 41 (2005), no. 2, 119–140. MR 2129229
- G. Bao, F. Ma, and Y. Chen, An error estimate for recursive linearization of the inverse scattering problems, J. Math. Anal. Appl., 247 (2000), 255–271.
- Liliana Borcea, George Papanicolaou, and Fernando Guevara Vasquez, Edge illumination and imaging of extended reflectors, SIAM J. Imaging Sci. 1 (2008), no. 1, 75–114. MR 2475826, DOI 10.1137/07069290X
- Martin Brühl, Martin Hanke, and Michael S. Vogelius, A direct impedance tomography algorithm for locating small inhomogeneities, Numer. Math. 93 (2003), no. 4, 635–654. MR 1961882, DOI 10.1007/s002110200409
- Y. Chen and V. Rokhlin, On the inverse scattering problem for the Helmholtz equation in one dimension, Inverse Problems 8 (1992), no. 3, 365–391. MR 1166487
- R. Coifman, M. Goldberg, T. Hrycak, M. Israeli, and V. Rokhlin, An improved operator expansion algorithm for direct and inverse scattering computations, Waves Random Media 9 (1999), no. 3, 441–457. MR 1705850, DOI 10.1088/0959-7174/9/3/311
- David L. Colton and Rainer Kress, Integral equation methods in scattering theory, Pure and Applied Mathematics (New York), John Wiley & Sons, Inc., New York, 1983. A Wiley-Interscience Publication. MR 700400
- R. R. Coifman, A. McIntosh, and Y. Meyer, L’intégrale de Cauchy définit un opérateur borné sur $L^{2}$ pour les courbes lipschitziennes, Ann. of Math. (2) 116 (1982), no. 2, 361–387 (French). MR 672839, DOI 10.2307/2007065
- E. B. Fabes, M. Jodeit Jr., and N. M. Rivière, Potential techniques for boundary value problems on $C^{1}$-domains, Acta Math. 141 (1978), no. 3-4, 165–186. MR 501367, DOI 10.1007/BF02545747
- Avner Friedman and Michael Vogelius, Identification of small inhomogeneities of extreme conductivity by boundary measurements: a theorem on continuous dependence, Arch. Rational Mech. Anal. 105 (1989), no. 4, 299–326. MR 973245, DOI 10.1007/BF00281494
- Gerald B. Folland, Introduction to partial differential equations, Mathematical Notes, Princeton University Press, Princeton, NJ, 1976. Preliminary informal notes of university courses and seminars in mathematics. MR 599578
- Victor Isakov, On uniqueness of recovery of a discontinuous conductivity coefficient, Comm. Pure Appl. Math. 41 (1988), no. 7, 865–877. MR 951742, DOI 10.1002/cpa.3160410702
- Graeme W. Milton, The theory of composites, Cambridge Monographs on Applied and Computational Mathematics, vol. 6, Cambridge University Press, Cambridge, 2002. MR 1899805, DOI 10.1017/CBO9780511613357
- Hyeonbae Kang and Jin Keun Seo, Recent progress in the inverse conductivity problem with single measurement, Inverse problems and related topics (Kobe, 1998) Chapman & Hall/CRC Res. Notes Math., vol. 419, Chapman & Hall/CRC, Boca Raton, FL, 2000, pp. 69–80. MR 1761339
- Mikyoung Lim, Kaouthar Louati, and Habib Zribi, Reconstructing small perturbations of scatterers from electric or acoustic far-field measurements, Math. Methods Appl. Sci. 31 (2008), no. 11, 1315–1332. MR 2431429, DOI 10.1002/mma.973
- G. Pólya and G. Szegö, Isoperimetric Inequalities in Mathematical Physics, Annals of Mathematics Studies, No. 27, Princeton University Press, Princeton, NJ, 1951. MR 43486
- Gregory Verchota, Layer potentials and regularity for the Dirichlet problem for Laplace’s equation in Lipschitz domains, J. Funct. Anal. 59 (1984), no. 3, 572–611. MR 769382, DOI 10.1016/0022-1236(84)90066-1
Bibliographic Information
- Habib Ammari
- Affiliation: Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005 Paris, France
- MR Author ID: 353050
- Email: habib.ammari@ens.fr
- Hyeonbae Kang
- Affiliation: Department of Mathematics, Inha University, Incheon 402-751, Korea
- MR Author ID: 268781
- Email: hbkang@inha.ac.kr
- Mikyoung Lim
- Affiliation: Department of Mathematical Sciences, Korean Advanced Institute of Science and Technology, Daejeon 305-701, Korea
- MR Author ID: 689036
- Email: mklim@kaist.ac.kr
- Habib Zribi
- Affiliation: Department of Mathematical Sciences, Korean Advanced Institute of Science and Technology, Daejeon 305-701, Korea
- Email: zribi@cmapx.polytechnique.fr
- Received by editor(s): August 18, 2010
- Received by editor(s) in revised form: December 2, 2010
- Published electronically: August 15, 2011
- © Copyright 2011 American Mathematical Society
- Journal: Math. Comp. 81 (2012), 367-386
- MSC (2010): Primary 35R30, 49Q10, 49Q12
- DOI: https://doi.org/10.1090/S0025-5718-2011-02533-0
- MathSciNet review: 2833499