Electromagnetic detection of dielectric scatterers using phaseless synthetic and real data and the memetic algorithm

IEEE Transactions on Geoscience and Remote Sensing

Volumn 41, Issue 12 PART I, 2003, Pages 2745-2753

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

^a UNIVERSITY OF PAVIA   (Italy)

^b UNIVERSITY OF TRENTO   (Italy)

^c UNIVERSITY OF GENOA   (Italy)

Author keywords

Electromagnetic imaging; Elliptic cylinders; Genetic algorithms; Inverse scattering

Indexed keywords

GENETIC ALGORITHMS; GREEN'S FUNCTION; INTEGRAL EQUATIONS; INVERSE PROBLEMS; OPTIMIZATION;

DIELECTRIC SCATTERERS; ELECTROMAGNETIC DETECTION; ELECTROMAGNETIC IMAGING; INVERSE SCATTERING; MEMETIC ALGORITHM;

ELECTROMAGNETIC WAVE SCATTERING;

EID: 0442280595     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2003.815676     Document Type: Article

References (38)

1. 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.
2. 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, June 2001.
3. 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, Apr. 2000.
4. 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.
5. L. Chommeloux, Ch. Pichot, and J.-C. Bolomey, "Electromagnetic modeling for microwave imaging of cylindrical buried inhomogeneities," IEEE Trans. Microwave Theory Tech., vol. MTT-34, pp. 1064-1076, Oct. 1986.
6. S. Caorsi, A. Massa, and M. Pastorino, "A computational technique based on a real-coded genetic algorithm for microwave imaging purposes," IEEE Trans. Geosci. Remote Sensing, vol. 38, pp. 1697-1708, July 2000.
7. K. A. Michalski, "Electromagnetic imaging of elliptical-cylindrical conductors and tunnels using a differential evolution algorithm," Microwave Opt. Technol. Lett., vol. 28, pp. 164-167, 2001.
8. 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.
9. 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 Instrum. Meas. Technol. Conf., Budapest, Hungary, 2001, pp. 1882-1886.
10. S. K. Moore, "Better breast cancer detection," IEEE Spectrum, pp. 50-55, May 2001.
11. M. Bertero and P. Boccacci, Introduction to Inverse Problems in Imaging. Bristol, U.K.: IOP, 1998.
12. W. C. Chew and Y. M. Wang, "Reconstruction of two-dimensional permittivity distribution using the distorted Born iterative method," IEEE Trans. Med. Imag., vol. 9, pp. 218-225, 1990.
13. R. E. Kleinman and P. M. van den Berg, "Two-dimensional location and shape reconstruction," Radio Sci., vol. 29, pp. 1157-1169, 1994.
14. A. G. Tijhuis, K. Belkebir, A. C. S. Litman, and B. de Hon, "Theoretical and computational aspects of 2-D inverse profiling," IEEE Trans. Geosci. Remote Sensing, vol. 39, pp. 1316-1330, June 2001.
15. K. Meyer, K. J. Langenberg, and R. Schneider, "Microwave imaging of defects in solids," in Proc. 21st Annu. Review of Progress in Quantitative NDE, Snowmass Village, CO, 1994.
16. D. Golberg, "Genetic and evolutionary algorithms come of age," Commun. ACM, vol. 37, pp. 113-119, 1994.
17. 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.
18. C. C. Chiu and P. T. Liu, "Image reconstruction of a perfectly conducting cylinder by the genetic algorithm," Proc. Inst. Elect. Eng., Microwave Antennas Propagat., vol. 143, 1996.
19. S. Caorsi, A. Massa, and M. Pastorino, "A crack identification microwave procedure based on a genetic algorithm for nondestructive testing," IEEE Trans. Antennas Propagat., vol. 49, pp. 1812-1820, Dec. 2001.
20. 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.
21. R. L. Haupt, "An introduction to genetic algorithms for electromagnetics," IEEE Antennas Propagat. Mag., vol. 37, pp. 7-15, Apr. 1995.
22. 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.
23. J. M. Johnson and Y. Rahmat-Samii, "Genetic algorithms in engineering electromagnetics," IEEE Antennas Propagat. Mag., vol. 39, pp. 7-25, Apr. 1997.
24. M. Slaney, A. C. Kak, and L. E. Larsen, "Limitation of imaging with first-order diffraction tomography," IEEE Trans. Microwave Theory Tech., vol. MTT-32, pp. 860-873, Aug. 1984.
25. R. G. Yaccarino and Y. Rahmat-Samii, "Phaseless bi-polar planar nearfield measurements and diagnostics of array antennas," IEEE Trans. Antennas Propagat., vol. 47, pp. 574-583, Mar. 1999.
26. F. Las-Heras and T. K. Sarkar, "A direct optimization approach for source reconstruction and NF-FF transformation using amplitude-only data," IEEE Trans. Antennas Propagat., vol. 50, pp. 500-510, Apr. 2002.
27. M. F. Akay, S. N. Kharkovsky, and U. C. Hasar, "An automated amplitudes-only measurement system for permittivity determination using free-space method," in Proc. 18th IEEE Instrum. Meas. Technol. Conf., vol. 1, 2001, pp. 503-506.
28. M. Lambert and D. Lesselier, "Binary-constrained inversion of a buried cylindrical obstacle from complete and phaseless magnetic fields," Inv. Probl., vol. 16, pp. 563-576, 2000.
29. C. D. Reeve and J. F. Wombwell, "Novel space-integrating acousto-optic correlator: Amplitude and phase information from intensity only measurements," Proc. Inst. Elect. Eng., Radar, Sonar Navigat., vol. 136, pp. 185-190, Aug. 1989.
30. R. G. Yaccarino and Y. Rahmat-Samii, "A comparison of conventional and phaseless planar near-field antenna measurements: The effect of probe position errors," in Proc. IEEE Int. Conf. Phased Array Systems and Technology, 2000, pp. 525-528.
31. P. Moscato, "On evolution, search, optimization, genetic algorithms and martial arts toward memetic algorithms," Calif. Inst. Technol., Pasadena, Caltech Concurrent Computation Program Tech. Rep. 826, 1989.
32. P. Moscato and M. G. Norman, "A "memetic" approach for the traveling salesman problem. Implementation of a computational ecology for combinatorial optimization on message-passing systems," in Parallel Computing and Transputer Applications, M. Valero, E. Onate, M. Jane, J. L. Larriba, and B. Suarez, Eds. Amsterdam, The Netherlands: IOS, 1992, pp. 187-194.
33. 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, Nov. 2000.
34. 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.
35. S. Caorsi, M. Pastorino, and M. Raffetto, "Electromagnetic scattering by a multilayer elliptic cylinder: Series solution in terms of Mathieu functions," IEEE Trans. Antennas Propagat., vol. 45, pp. 926-935, June 1997.
36. K. Belkebir, "Reconstruction of two-dimensional complex permittivity distributions from real data," in Proc. Workshop on Microwave Imaging Methods and Techniques, 20th Eur. Microwave Conf., Paris, 2000.
37. K. Belkebir and M. Saillard, "Special section: Testing inversion algorithms against experimental data," Inv. Prob., vol. 17, pp. 1565-1571, 2001.
38. K. Belkebir, S. Bonnard, F. Pezin, P. Sabouroux, and M. Saillard, "Validation of 2D inverse scattering algorithms from multi-frequency experimental data," J. Electromagn. Waves Applicat., vol. 14, pp. 1637-1667, 2000.