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Volumn 49, Issue 12, 2007, Pages 3158-3162

Neural network approach to determine nonsmooth onedimensional profiles in inverse scattering theory

Author keywords

Dielectric permittivity; Inhomogeneous impedance ground; Inverse scattering; Neural network approach; Nonsmooth profiles

Indexed keywords

ELECTRIC IMPEDANCE; ELECTROMAGNETISM; INTEGRAL EQUATIONS; INVERSE PROBLEMS; PERMITTIVITY; SCATTERING;

EID: 36148972025     PISSN: 08952477     EISSN: None     Source Type: Journal    
DOI: 10.1002/mop.22958     Document Type: Article
Times cited : (7)

References (28)
  • 1
    • 0001649889 scopus 로고
    • On the determination of a differential equation by its spectral function
    • I.M. Gel'fand and B.M. Levitan, On the determination of a differential equation by its spectral function, Am Math Soc Trans 1 (1955), 253-304.
    • (1955) Am Math Soc Trans , vol.1 , pp. 253-304
    • Gel'fand, I.M.1    Levitan, B.M.2
  • 2
    • 36148932391 scopus 로고
    • A review of the one-dimensional inverse scattering problem for stratified inhomogeneous media, Antennas Propagat Soc Int Symp 17
    • I. Kay, A review of the one-dimensional inverse scattering problem for stratified inhomogeneous media, Antennas Propagat Soc Int Symp 17 (1979), 221-224.
    • (1979) , vol.221-224
    • Kay, I.1
  • 3
    • 0019539688 scopus 로고
    • Introduction to the special issue on inverse methods in electromagnetics
    • W.M. Boerner, A.K. Jordan, and I.W. Kay, Introduction to the special issue on inverse methods in electromagnetics, IEEE Trans Antennas Propagat 29 (1981), 185-189.
    • (1981) IEEE Trans Antennas Propagat , vol.29 , pp. 185-189
    • Boerner, W.M.1    Jordan, A.K.2    Kay, I.W.3
  • 4
    • 27744531039 scopus 로고    scopus 로고
    • One-dimensional profile inversion of a cylindrical layer with inhomogeneous Impedance boundary: A Newton-type iterative solution
    • A. Yapar, H. Sahintürk, I. Akduman, and R. Kress, One-dimensional profile inversion of a cylindrical layer with inhomogeneous Impedance boundary: A Newton-type iterative solution, IEEE Trans Geosci Remote Sens, 43 (2005), 2192-2199.
    • (2005) IEEE Trans Geosci Remote Sens , vol.43 , pp. 2192-2199
    • Yapar, A.1    Sahintürk, H.2    Akduman, I.3    Kress, R.4
  • 8
    • 36148995288 scopus 로고    scopus 로고
    • One-dimensional profile inversion of a planar layer bounded by an inhomogeneous impedance boundary. Direct and inverse problems of electromagnetic and acoustic wave theory
    • F. Yaman and A. Yapar, One-dimensional profile inversion of a planar layer bounded by an inhomogeneous impedance boundary. Direct and inverse problems of electromagnetic and acoustic wave theory, Proceedings of XIth International Seminar/Workshop, 2006, pp. 65-70.
    • (2006) Proceedings of XIth International Seminar/Workshop , pp. 65-70
    • Yaman, F.1    Yapar, A.2
  • 9
    • 0030191803 scopus 로고    scopus 로고
    • One dimensional profile inversion of a half-space over a two-part impedance ground
    • M. İdemen, and L Akduman, One dimensional profile inversion of a half-space over a two-part impedance ground, IEEE Trans Antennas Propagat 44 (1996), 933-962.
    • (1996) IEEE Trans Antennas Propagat , vol.44 , pp. 933-962
    • İdemen, M.1    Akduman, L.2
  • 10
    • 0019539695 scopus 로고
    • Inverse scattering technique applied to remote sensing of layered media
    • S. Coen, K.K. Mei, and D.J. Angelakos, Inverse scattering technique applied to remote sensing of layered media, IEEE Trans Antennas Propagat AP-29 (1981).
    • (1981) IEEE Trans Antennas Propagat , vol.AP-29
    • Coen, S.1    Mei, K.K.2    Angelakos, D.J.3
  • 11
    • 0026941954 scopus 로고
    • Reconstruction of permittivity and conductivity profiles of a dielectric slab in the time domain by descent methods
    • M. Önder and M. Kuzuoglu, Reconstruction of permittivity and conductivity profiles of a dielectric slab in the time domain by descent methods, IEE Proc-H, 139 (1992).
    • (1992) IEE Proc-H , vol.139
    • Önder, M.1    Kuzuoglu, M.2
  • 12
    • 0027556687 scopus 로고
    • Artificial neural networks in the solution of inverse electromagnetic field problems
    • S.R.H. Hoole, Artificial neural networks in the solution of inverse electromagnetic field problems, IEEE Trans Magn 29 (1993), 1931-1934.
    • (1993) IEEE Trans Magn , vol.29 , pp. 1931-1934
    • Hoole, S.R.H.1
  • 13
    • 0028514109 scopus 로고
    • Application of neural networks to inverse problems in electromagnetics
    • I. Elshafiey, L. Upda, and S.S. Upda, Application of neural networks to inverse problems in electromagnetics, IEEE Trans Magn 30 (1994), 3629-3632.
    • (1994) IEEE Trans Magn , vol.30 , pp. 3629-3632
    • Elshafiey, I.1    Upda, L.2    Upda, S.S.3
  • 14
    • 0029208629 scopus 로고
    • Solution of inverse problems in electromagnetics using hopfield neural networks
    • I. Elshafiey, L. Upda, and S.S. Upda, Solution of inverse problems in electromagnetics using hopfield neural networks, IEEE Trans Magn 31 (1995), 852-861.
    • (1995) IEEE Trans Magn , vol.31 , pp. 852-861
    • Elshafiey, I.1    Upda, L.2    Upda, S.S.3
  • 15
    • 0033097964 scopus 로고    scopus 로고
    • Electromagnetic detection of dielectric cylinders by a neural network approach
    • S. Caorsi and P. Gamba, Electromagnetic detection of dielectric cylinders by a neural network approach, IEEE Trans Geosci Remote Sens 37 (1999), 820-827.
    • (1999) IEEE Trans Geosci Remote Sens , vol.37 , pp. 820-827
    • Caorsi, S.1    Gamba, P.2
  • 16
    • 0033909821 scopus 로고    scopus 로고
    • A threshold electromagnetic classification approach for cylinders embedded in a lossy medium by using a neural network technique
    • E. Bermani, S. Caorsi, and M. Raffeto, A threshold electromagnetic classification approach for cylinders embedded in a lossy medium by using a neural network technique, Microwave Opt Technol Lett 24 (2000), 13-16.
    • (2000) Microwave Opt Technol Lett , vol.24 , pp. 13-16
    • Bermani, E.1    Caorsi, S.2    Raffeto, M.3
  • 17
    • 0035281043 scopus 로고    scopus 로고
    • A neural-network approach to the electromagnetic imaging of elliptic conducting cylinders
    • R. Mydur and K.A. Michalski, A neural-network approach to the electromagnetic imaging of elliptic conducting cylinders, Microwave Opt Technol Lett 28 (2001), 303-306.
    • (2001) Microwave Opt Technol Lett , vol.28 , pp. 303-306
    • Mydur, R.1    Michalski, K.A.2
  • 18
    • 0035916862 scopus 로고    scopus 로고
    • On-line inverse scattering of conducting cylinders using radial basis-function neural networks
    • I.T. Rekanos, On-line inverse scattering of conducting cylinders using radial basis-function neural networks, Microwave Opt Technol Lett 28 (2001), 378-380.
    • (2001) Microwave Opt Technol Lett , vol.28 , pp. 378-380
    • Rekanos, I.T.1
  • 19
    • 0036493541 scopus 로고    scopus 로고
    • Neural-network-based inverse-scattering technique for online microwave medical imaging
    • I.T. Rekanos, Neural-network-based inverse-scattering technique for online microwave medical imaging, IEEE Trans Magn 38 (2002), 1061-1064.
    • (2002) IEEE Trans Magn , vol.38 , pp. 1061-1064
    • Rekanos, I.T.1
  • 20
    • 0036760570 scopus 로고    scopus 로고
    • Microwave detection and dielectric characterization of cylindrical objects from amplitude-only data by means of neural networks
    • E. Bermani, S. Caorsi, and M. Raffetto, Microwave detection and dielectric characterization of cylindrical objects from amplitude-only data by means of neural networks, IEEE Trans Antenna Propagat 50 (2002), 1309-1314.
    • (2002) IEEE Trans Antenna Propagat , vol.50 , pp. 1309-1314
    • Bermani, E.1    Caorsi, S.2    Raffetto, M.3
  • 21
    • 18744431454 scopus 로고    scopus 로고
    • Wavelet based radial function neural network approach to the inverse scattering of conducting cylinders
    • U. Asik, T. Günel, and I. Erer, Wavelet based radial function neural network approach to the inverse scattering of conducting cylinders, Microwave Opt Technol Lett 41 (2004), 506-511.
    • (2004) Microwave Opt Technol Lett , vol.41 , pp. 506-511
    • Asik, U.1    Günel, T.2    Erer, I.3
  • 23
    • 0035389496 scopus 로고    scopus 로고
    • Reconstruction of the surface impedance of an inhomogeneous planar boundary beyond layered media
    • A. Yapar and I. Akduman, Reconstruction of the surface impedance of an inhomogeneous planar boundary beyond layered media. Radio Sci 36 (2001), 539-550.
    • (2001) Radio Sci , vol.36 , pp. 539-550
    • Yapar, A.1    Akduman, I.2
  • 26
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • D. Marquardt, An algorithm for least-squares estimation of nonlinear parameters, SIAM J Appl Math 11 (1963), 431-441.
    • (1963) SIAM J Appl Math , vol.11 , pp. 431-441
    • Marquardt, D.1
  • 27
    • 0028543366 scopus 로고
    • Training feedforward networks with the marquardt algorithm
    • M.T. Hagan and M. Menhaj, Training feedforward networks with the marquardt algorithm, IEEE Trans Neural Networks 5 (1994), 989-993.
    • (1994) IEEE Trans Neural Networks , vol.5 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.