An inexact-Newton method for short-range microwave imaging within the second-order Born approximation

A new approach to noninvasive inspection of dielectric targets at microwave frequencies is proposed. Cylindrical dielectric objects are reconstructed under the second-order Born approximation. A multi-illumination configuration is considered. The continuous model is discretized by the moment method and an efficient inexact-Newton method is applied. The dielectric profile is iteratively reconstructed starting from the measured scattered data, which are related to the unknown target through the inverse scattering equations written in a variational setting. Several numerical results are reported, which are aimed at assessing the capabilities of the approach in dealing with the nonlinear ill-posed inverse problem associated to the short-range microwave imaging. Single, multilayer, and separate cylinders are reconstructed in noiseless and noisy environments.

[1]  Eric L. Miller,et al.  Three-dimensional subsurface analysis of electromagnetic scattering from penetrable/PEC objects buried under rough surfaces: use of the steepest descent fast multipole method , 2001, IEEE Trans. Geosci. Remote. Sens..

[2]  Mario Bertero,et al.  Introduction to Inverse Problems in Imaging , 1998 .

[3]  Amélie Litman,et al.  Theoretical and computational aspects of 2-D inverse profiling , 2001, IEEE Trans. Geosci. Remote. Sens..

[4]  H. Engl,et al.  Regularization of Inverse Problems , 1996 .

[5]  W. Chew,et al.  Low-frequency detection of two-dimensional buried objects using high-order extended Born approximations , 2004 .

[6]  Andreas Rieder,et al.  On the regularization of nonlinear ill-posed problems via inexact Newton iterations , 1999 .

[7]  R. Kleinman,et al.  Microwave imaging-Location and shape reconstruction from multifrequency scattering data , 1997 .

[8]  Matteo Pastorino,et al.  Microwave imaging within the second-order Born approximation: stochastic optimization by a genetic algorithm , 2001 .

[9]  P. Morse,et al.  Methods of theoretical physics , 1955 .

[10]  Heinz W. Engl,et al.  Nonlinear Inverse Problems: Theoretical Aspects and Some Industrial Applications , 2005 .

[11]  C. Chiu,et al.  Image reconstruction of a perfectly conducting cylinder by the genetic algorithm , 1996 .

[12]  Thorsten Hohage,et al.  On the numerical solution of a three-dimensional inverse medium scattering problem , 2001 .

[13]  Jean-Paul Hugonin,et al.  Microwave imaging-complex permittivity reconstruction-by simulated annealing , 1991 .

[14]  Pierre Borderies,et al.  DORT method as applied to ultrawideband signals for detection of buried objects , 2003, IEEE Trans. Geosci. Remote. Sens..

[15]  Ann Franchois,et al.  Quantitative microwave imaging with a 2.45-GHz planar microwave camera , 1998, IEEE Transactions on Medical Imaging.

[16]  A. Beck,et al.  The Theory of Electromagnetism , 1964 .

[17]  Weng Cho Chew,et al.  Microwave inverse scattering /spl minus/ local shape function imaging for improved resolution of strong scatterers , 1994 .

[18]  Dominique Lesselier,et al.  Binary-constrained inversion of a buried cylindrical obstacle from complete and phaseless magnetic fields , 2000 .

[19]  Eric L. Miller,et al.  Wavelet‐based methods for the nonlinear inverse scattering problem using the extended Born approximation , 1996 .

[20]  Theodoros D. Tsiboukis,et al.  An inverse scattering technique for microwave imaging of binary objects , 2002 .

[21]  Matteo Pastorino,et al.  A global optimization technique for microwave nondestructive evaluation , 2002, IEEE Trans. Instrum. Meas..

[22]  Constantinos S. Hilas,et al.  An inverse scattering approach based on the differential E-formulation , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[23]  Chaoguang Zhou,et al.  Radar-diffraction tomography using the modified quasi-linear approximation , 2000, IEEE Trans. Geosci. Remote. Sens..

[24]  I. Aliferis,et al.  Recent nonlinear inversion methods and measurement system for microwave imaging , 2004, 2004 IEEE International Workshop on Imaging Systems and Techniques (IST) (IEEE Cat. No.04EX896).

[25]  L. E. Larsen,et al.  Limitations of Imaging with First-Order Diffraction Tomography , 1984 .

[26]  M. Hanke Accelerated Landweber iterations for the solution of ill-posed equations , 1991 .

[27]  Q. Liu,et al.  Fast three-dimensional electromagnetic nonlinear inversion in layered media with a novel scattering approximation , 2004 .

[28]  T. Habashy,et al.  A two-step linear inversion of two-dimensional electrical conductivity , 1995 .

[29]  Andrea Massa,et al.  A two-step iterative inexact-Newton method for electromagnetic imaging of dielectric structures from real data , 2005 .

[30]  Qing Huo Liu,et al.  Two nonlinear inverse methods for electromagnetic induction measurements , 2001, IEEE Trans. Geosci. Remote. Sens..

[31]  R. Parker Geophysical Inverse Theory , 1994 .

[32]  Anthony J. Devaney,et al.  Higher order (nonlinear) diffraction tomography: Inversion of the Rytov series , 2000, IEEE Trans. Inf. Theory.

[33]  Zhang Yerong,et al.  Variational Born iteration method and its applications to hybrid inversion , 2000 .

[34]  Weng Cho Chew,et al.  Three-dimensional imaging of buried objects in very lossy earth by inversion of VETEM data , 2003, IEEE Trans. Geosci. Remote. Sens..

[35]  D. W. van der Weide,et al.  Microwave imaging via space-time beamforming: experimental investigation of tumor detection in multilayer breast phantoms , 2004, IEEE Transactions on Microwave Theory and Techniques.

[36]  J. Richmond Scattering by a dielectric cylinder of arbitrary cross section shape , 1965 .

[37]  R. Dembo,et al.  INEXACT NEWTON METHODS , 1982 .

[38]  M. Hanke,et al.  A convergence analysis of the Landweber iteration for nonlinear ill-posed problems , 1995 .

[39]  B. Kaltenbacher Some Newton-type methods for the regularization of nonlinear ill-posed problems , 1997 .