Vol. 26

Front:[PDF file] Back:[PDF file]
Latest Volume
All Volumes
All Issues

An Inverse Scattering Approach Based on a Neural Network Technique for the Detection of Dielectric Cylinders Buried in a Lossy Half-Space

By E. Bermani, Salvatore Caorsi, and Mirco Raffetto
Progress In Electromagnetics Research, Vol. 26, 67-87, 2000
doi:10.2528/PIER99052001

Citation

 (See works that cites this article)
E. Bermani, Salvatore Caorsi, and Mirco Raffetto, "An Inverse Scattering Approach Based on a Neural Network Technique for the Detection of Dielectric Cylinders Buried in a Lossy Half-Space," Progress In Electromagnetics Research, Vol. 26, 67-87, 2000.
doi:10.2528/PIER99052001
http://www.jpier.org/PIER/pier.php?paper=9905201

References


    1. Chammeloux, L., C. Pichot, and J. C. Bolomey, "Electromagnetic modeling for microwave imaging of cylindrical buried inhomogeneities," IEEE Trans. Microwave Theory Tech., Vol. 34, No. 10, 1064-1076, 1986.
    doi:10.1109/TMTT.1986.1133496

    2. Caorsi, S., 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. on Microwave Theory and Tech., Vol. MTT-41, 352-356, 1993.
    doi:10.1109/22.216482

    3. Akduman, I., "An inverse scattering problem related to buried cylindrical bodies illuminated by Gaussian beams," Inverse Problems, Vol. 10, 213-226, 1994.
    doi:10.1088/0266-5611/10/2/003

    4. Chaturvedi, P. and R. G. Plumb, "Electromagnetic imaging of underground targets using constrained optimization," IEEE Trans. on Geoscience and Remote Sensing, Vol. 33, 551-561, 1995.
    doi:10.1109/36.387572

    5. Chiu, C.-C. and C.-P. Huang, "Inverse scattering of dielectric Inverse scattering of dielectric," Microwave and Optical Tech. Lett., Vol. 13, 96-99, 1996.
    doi:10.1002/(SICI)1098-2760(19961005)13:2<96::AID-MOP12>3.0.CO;2-7

    6. Qing, A. and L. Jen, "Microwave imaging of dielectric cylinder in a layered media," Journal of Electromagnetic Waves and Applications, Vol. 11, 259-269, 1997.
    doi:10.1163/156939397X00206

    7. Qing, A. and L. Jen, "A novel method for microwave imaging of dielectric cylinder in layered media," Journal of Electromagnetic Waves and Applications, Vol. 11, 1337-1348, 1997.
    doi:10.1163/156939397X00026

    8. Chiu, C.-C. and Y.-W. Kiang, "Electromagnetic inverse scattering of a conducting cylinder buried in a lossy half-space," Trans. on Antennas and Propagation, Vol. AP-40, 1562-1564, 1992.
    doi:10.1109/8.204747

    9. Osumi, N. and K. Ueno, "Microwave holographic imaging of underground objects," Trans. on Antennas and Propagation, Vol. AP-33, 152-159, 1985.
    doi:10.1109/TAP.1985.1143559

    10. Iizuka, K. and A. Freundofer, "Detection of nonmetallic Detection of nonmetallic," Proc. IEEE, Vol. 71, 276-279, 1983.
    doi:10.1109/PROC.1983.12572

    11. Chen, L. C., D. L. Muffatt, and L. Peters, "Improved performance of a subsurface radar target identification system through antenna design," IEEE Trans. on Antennas and Propagation, Vol. AP-29, 307-311, 1981.
    doi:10.1109/TAP.1981.1142580

    12. Dayhoff, J. E., Neural Network Architectures: an introduction, New York: Van Nostrand, 1990.

    13. Caorsi, S. and P. Gamba, "Electromagnetic detection of dielectric cylinder by a neural network approach," IEEE Trans. on Geoscience and Remote Sensing, Vol. 37, 820-827, 1999.
    doi:10.1109/36.752198

    14. Rumelhart, D. E., G. E. Hinton, and R. H. Williams, "Learning representation by backpropagating errors," Nature, Vol. 323, 533-536, 1986.
    doi:10.1038/323533a0

    15. Vogl, T. P., J. K. Mangis, A. K. Rigler, W. T. Zink, and D. L. Aljkon, "Accelerating the convergence of the back-propagation method," Biol. Cybern., Vol. 59, 257-263, 1988.
    doi:10.1007/BF00332914

    16. Sacks, Z. S., D. M. Kingsland, R. Lee, and J.-F. Lee, "A perfectly matched anisotropic absorber for use as an absorbing boundary condition," IEEE Trans. on Antennas and Propagation, Vol. AP-43, 1460-1463, 1995.
    doi:10.1109/8.477075

    17. Caorsi, S. and M. Raffetto, "Perfectly Matched Layer for the truncation of the finite element meshes in layered half-space geometries and applications to the electromagnetic scattering by buried objects," Microwave and Optical Tech. Lett., Vol. 19, 427-434, 1998.
    doi:10.1002/(SICI)1098-2760(19981220)19:6<427::AID-MOP13>3.0.CO;2-U