eprintid: 561 rev_number: 6 eprint_status: archive userid: 5 dir: disk0/00/00/05/61 datestamp: 2005-07-15 lastmod: 2013-07-04 15:51:19 status_changed: 2013-07-04 15:51:19 type: techreport metadata_visibility: show item_issues_count: 0 creators_name: Franceschini, Gabriele creators_name: Franceschini, Davide creators_name: Massa, Andrea title: Full-Vectorial Three-Dimensional Microwave Imaging Through the Iterative Multi-Scaling Strategy: a Preliminary Assessment ispublished: inpress subjects: TU full_text_status: public abstract: In this paper, a multi-scaling strategy for full-vectorial three-dimensional inverse scattering problems is presented. The approach is fully iterative and it avoids solving any forward problem at each step. Thanks to the adaptive multi-resolution model, which offers considerable flexibility for the inclusion of the a-priori knowledge and of the knowledge acquired during the iterative steps of the multi-scaling process, the overall computational burden is considerably reduced. This allows to balance effectively the trade-off between computational costs and achievable resolution accuracy. The effectiveness of the proposed approach is demonstrated through a selected set of preliminary experiments using homogeneous dielectric scatterers in a noisy synthetic environment. date: 2005-06 date_type: published institution: University of Trento department: informaticat refereed: TRUE referencetext: 1. "Special issue on `Microwave imaging and inverse scattering techniques',", J. Electromagn. Waves Appl., vol. 17, 2003 2. S. Caorsi, S. Ciaramella, G. L. Gragnani, and M. Pastorino, "Microwave imaging by three-dimensional Born linearization to electromagnetic scattering", Radio Sci., vol. 25, pp.1221 -1229 1990 3. S. Caorsi, G. L. Gragnani, and M. Pastorino, "Three-dimensional inverse-scattering numerical solution within the Rayleigh approximation: Preliminary results", Microwave Opt. Technol. Lett., vol. 15, pp.173 -176 1997 4. Y. Yu, T. Yu, and L. Carin, "Three-dimensional inverse scattering of a dielectric target embedded in a lossy half-space", IEEE Trans. Geosci. Remote Sens., vol. 42, no. 5, pp.957 -973 2004 5. H. Harada, M. Tanaka, and T. Takenaka, "Image reconstruction of a three-dimensional dielectric object using a gradient-based optimization", Microwave Opt. Technol. Lett., vol. 5, pp.332 -336 2001 6. A. Abubakar and P. M. van den Berg, "Three-dimensional inverse scattering applied to cross-well induction sensors", IEEE Trans. Geosci. Remote Sens., vol. 38, no. 4, pp.1669 -1681 2000 7. Z. Q. Zhang and Q. H. Liu, "Three-dimensional nonlinear image reconstruction for microwave biomedical imaging", IEEE Trans. Biomed. Eng., vol. 51, no. 3, pp.544 -548 2004 8. S. Caorsi, M. Donelli, D. Franceschini, and A. Massa, "A new methodology based on an iterative multiscaling for microwave imaging", IEEE Trans. Microw. Theory Tech., vol. 51, no. 4, pp.1162 -1173 2003 9. S. Caorsi, G. L. Gragnani, and M. Pastorino, "A multiview microwave imaging system for two- dimensional penetrable objects", IEEE Trans. Microwave Theory Tech., vol. 39, no. 5, pp.845 -851 1991 10. J. Van Bladel, "Some remarks on Green',s dyadic for infinite space", IRE Trans. Antennas Propagat., vol. 9, pp.563 -566 1961 11. R. F. Harrington, Field Computation by Moment Method, 1968 :McMillan 12. D. E. Livesay and K.-M. Chen, "Electromagnetic fields induced inside arbitrarily shaped biological bodies", IEEE Trans. Microwave Theory Tech., vol. 22, no. 12, pp.1273 -1280 1974 13. O. M. Bucci, L. Crocco, T. Isernia, and V. Pascazio, "Subsurface inverse scattering problems: Quantifying qualifying and achieving the available information", IEEE Trans. Geosci. Remote Sens., vol. 39, no. 11, pp.2527 -2537 2001 14. E. L. Miller and A. Willsky, "A multiscale, statistically based inversion scheme for linearized inverse scattering problems", IEEE Trans. Geosci. Remote Sens., vol. 34, no. 2, pp.346 -357 1996 15. E. L. Miller, "Statistically based methods for anomaly characterization in images from observations of scattered fields", IEEE Trans. Image Process., vol. 8, no. 1, pp.92 -101 1999 16. S. Caorsi, M. Donelli, and A. Massa, "Detection, location, and imaging of multiple scatterers by means of the iterative multiscaling method", IEEE Trans. Microw. Theory Tech., vol. 52, no. 4, pp.1217 -1228 2004 17. A. Abubakar, P. M. van der Berg, and J. Mallorqui, "Imaging of biomedical data using a multiplicative regularized constrast source inversion method", IEEE Trans. Microw. Theory Tech., vol. 50, no. 7, pp.1761 -1771 2002 18. R. V. Kohn and A. McKenney, "Numerical implementation of a variational method for electrical impedance tomography", Inv. Probl., vol. 6, pp.389 -414 1990 19. T. Isernia, V. Pascazio, and R. Pierri, "On the local minima in a tomographic imaging technique", IEEE Trans. Geosci. Remote Sens., vol. 39, no. 7, pp.1596 -1607 2001 20. W. C. Chew, Waves and Fields in Inhomogeneous Media, 1995 :IEEE Press 21. M. Donelli and A. Massa, " A computational approach based on a particle swarm optimizer for microwave imaging of two-dimensional dialectric scatters", submitted to IEEE Trans. Microwave Theory Techn. citation: Franceschini, Gabriele and Franceschini, Davide and Massa, Andrea (2005) Full-Vectorial Three-Dimensional Microwave Imaging Through the Iterative Multi-Scaling Strategy: a Preliminary Assessment. [Technical Report] (In Press) document_url: http://www.eledia.org/students-reports/561/1/DIT-05-010.pdf