Reconstruction algorithms for electromagnetic imaging

IEEE Transactions on Instrumentation and Measurement

Volumn 53, Issue 3, 2004, Pages 692-699

  Pastorino, Matteo ^a   Caorsi, Salvatore ^b   Massa, Andrea ^c   Randazzo, Andrea ^a  

^a UNIVERSITY OF GENOA   (Italy)

^b UNIVERSITY OF PAVIA   (Italy)

^c UNIVERSITY OF TRENTO   (Italy)

Author keywords

Genetic algorithms; Imaging systems; Inversion techniques; Microwaves

Indexed keywords

DIELECTRIC MATERIALS; EVOLUTIONARY ALGORITHMS; IMAGE RECONSTRUCTION; IMAGING SYSTEMS; INVERSE PROBLEMS; ITERATIVE METHODS; OPTIMIZATION; TOMOGRAPHY;

ELECTROMAGNETIC IMAGING; MATHIEU FUNCTIONS; RECONSTRUCTION ALGORITHMS;

GENETIC ALGORITHMS;

EID: 2942511377     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2004.827093     Document Type: Article

References (29)

1. G. C. Giakos, M. Pastorino, F. Russo, S. Chowdhury, N. Shah, and W. Davros, "Noninvasive imaging for the new century," IEEE Instrum. Meas. Mag., vol. 2, pp. 32-35, June 1999.
2. D. Hughes and R. Zoughi, "A method for evaluating the dielectric properties of composites using a combined embedded modulated scattering and near-field microwave nondestructive testing technique," in Proc. 18th IEEE Instrumentation and Measurement Technology Conf., Budapest, Hungary, 2001, pp. 1882-1886.
3. S. K. Moore, "Better breast cancer detection," IEEE Spectrum, pp. 50-55, May 2001.
4. A. Broquetas et al., "Active microwave sensing of highly constrasted dielectric bodies," JEWA, vol. 7, pp. 1439-1453, 1993.
5. J. C. Bolomey and N. Joachimowicz, "Dielectric metrology via microwave tomography: Present and future," in Proc. Mater. Res. Soc. Symp., vol. 347, 1994, pp. 259-265.
6. C. Dourthe, C. Pichot, J. Y. Dauvignac, and J. Cariou, "Inversion algorithm and measurement system for microwave tomography of buried object," Radio Sci., vol. 35, pp. 1097-1108, Sept.-Oct. 2000.
7. Z. Q. Zhang and Q. H. Liu, "Two nonlinear inverse methods for electromagnetic induction measurements," IEEE Trans. Geosci. Remote Sensing, vol. 39, pp. 1331-1339, Sept. 2001.
8. I. T. Rekanos and T. D. Tsiboukis, "A finite element-based technique for microwave imaging of two-dimensional objects," IEEE Trans. Instrum. Meas., vol. 49, pp. 234-239, Feb. 2000.
9. S. J. Lockwood and H. Lee, "Pulse-echo microwave imaging for NDE of civil structures: Image reconstruction, enhancement, and object recognition," Int. J. Imag. Syst. Technol., vol. 8, pp. 407-412, 1997.
10. L. Chommeloux, C. Pichot, and J.-C. Bolomey, "Electromagnetic modeling for microwave imaging of cylindrical buried inhomogeneities," IEEE Trans. Microwave Theory Tech., vol. 34, pp. 1064-1076, Oct. 1986.
11. S. Caorsi, G. L. Gragnani, and M. Pastorino, "Numerical electromagnetic inverse-scattering solutions for two-dimensional infinite dielectric cylinders buried in a lossy half-space," IEEE Trans. Microwave Theory Tech., vol. 41, pp. 352-356, Feb. 1993.
12. W. C. Chew and Y. M. Wang, "Reconstruction of two-dimensional permittivity dinstribution using the distorted born iterative method," IEEE Trans. Med. Imag., vol. 9, pp. 218-225, 1990.
13. M. Pastorino, "Short-range microwave inverse scattering techniques for image reconstruction and applications," IEEE Trans. Instrum. Meas., vol. 47, pp. 1419-1427, Oct. 1998.
14. D. Golberg, "Genetic and evolutionary algorithms come of age," Comm. ACM, vol. 37, pp. 113-119, 1994.
15. R. L. Haupt, "An introduction to genetic algorithms for electromagnetics," IEEE Antennas Propagat. Mag., vol. 37, pp. 7-15, Jan. 1995.
16. D. S. Weile and E. Michielssen, "Genetic algorithm optimization applied to electromagnetics: A review," IEEE Trans. Antennas Propagat., vol. 45, pp. 343-353, Mar. 1997.
17. J. M. Johnson and Y. Rahmat-Samii, "Genetic algorithms in engineering electromagnetics," IEEE Antennas Propagat. Mag., vol. 39, pp. 7-25, Apr. 1997.
18. Z. P. Qian and W. Hong, "Image reconstruction of conducting cylinder based on FD-MEI and genetic algorithm," in Proc. IEEE APS Int. Symp., vol. 2, 1998, pp. 718-721.
19. C. C. Chiu and P. T. Liu, "Image reconstruction of a perfectly conducting cylinder by the genetic algorithm," in IEE Microwave Antennas Propagat., vol. 143, 1996.
20. S. Caorsi, A. Massa, and M. Pastorino, "A microwave imaging procedure for NDT identification of a crack based on a genetic algorithm for nondestructive testing," IEEE Trans. Antennas Propagat., vol. 49, Dec. 2001.
21. S. Kent and T. Gunel, "Dielectric permittivity estimation of cylindrical objects using genetic algorithm," J. Microwave Power Electromagn. Energy, vol. 32, pp. 109-113, 1997.
22. M. Pastorino, S. Caorsi, and A. Massa, "A global optimization technique for microwave nondestructive evaluation," in Proc. 18th IEEE Instrumentation and Measurement Technology Conf., Budapest, Hungary, 2001, pp. 1916-1920.
23. M. Pastorino, "Genetic algorithms as applied to microwave imaging," in Recent Adv. Microwave Theory Tech., 1999, pp. 91-100.
24. K. A. Michalski, "Electromagnetic imaging of elliptical-cylindrical conductors and tunnels using a differential evolution algorithm," Microwave Opt. Technol. Lett., vol. 28, no. 3, pp. 164-169, 2001.
25. ____, "A neural-network approach to the electromagnetic imaging of elliptic conducting cylinders," Microwave Opt. Technol. Lett., vol. 28, pp. 303-306, 2001.
26. S. Caorsi, M. Pastorino, and M. Raffetto, "Electromagnetic scattering by a multilayer elliptic cylinder under transverse-magnetic illumination: Series solution in terms of Mathieu functions," IEEE Trans. Antennas Propagat., vol. 45, pp. 926-935, June 1997.
27. P. Merz and B. Freisleben, "Fitness landscape analysis and memetic algorithms for the quadratic assignment problem," IEEE Trans. Evol. Comput., vol. 4, pp 337-352, Aug. 2000.
28. P. Moscato, "On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts toward Memetic Algorithms," Tech. Rep. 826 Caltech Concurrent Computation, California Inst. Technology, Pasadena, CA, 1989.
29. J. J. Bowman, T. B. A. Senior, and P. L. E. Uslenghi, Electromagnetic and Acoustic Scattering by Simple Shapes. Amsterdam, The Netherlands: North-Holland, 1969.