Computational Approach Based on a Differential Evolution with Self-Adaptive Concept for Microwave Imaging of Two-Dimensional Inverse Scattering Problem

References

• Brest , J. , Greiner , S. , Boskovic , B. , Mernik , M. and Zumer , V. 2006 . “Self-adapting control parameters in differential evolution: Comparative study on numerical benchmark problems” . IEEE Trans. Evolut. Computat. , 10 : 646 – 657 .
   Web of Science ®Google Scholar
• Chen , C. H. , Chiu , C. C. , Sun , C. H. and Chang , W. L. 2011 . “Two-dimensional finite-difference time domain inverse scattering scheme for a perfectly conducting cylinder” . J. Appl. Remote Sensing , 5 : 053522
   Web of Science ®Google Scholar
• Chevalier , M. W. , Luebbers , R. J. and Cable , V. P. 1997 . “FDTD local grid with material traverse” . IEEE Trans. Antennas Propagat. , 45 : 411 – 421 .
   Web of Science ®Google Scholar
• Chien , W. and Chiu , C. C. 2005 . “Using NU-SSGA to reduce the searching time in inverse problem of a buried metallic object” . IEEE Trans. Antennas Propagat. , 53 : 3128 – 3134 .
   Web of Science ®Google Scholar
• Chien , W. , Sun , C. H. and Chiu , C. C. 2009 . “Image reconstruction for a partially immersed imperfectly conducting cylinder by genetic algorithm” . Int. J. Imaging Syst. Technol. , 19 : 299 – 305 .
   Web of Science ®Google Scholar
• Chiu , C. C. and Hsiao , W. C. 2011 . “Comparison of asynchronous particle swarm optimization and dynamic differential evolution for partially immersed conductor” . Waves Random Complex Media , 21 : 485 – 500 .
   Web of Science ®Google Scholar
• Chiu , C. C. , Sun , C. H. and Chang , W. L. 2011 . “Comparison of particle swarm optimization and asynchronous particle swarm optimization for inverse scattering of a two-dimensional perfectly conducting cylinder” . Int. J. Appl. Electromagn. Mechan. , 35 : 249 – 261 .
   Web of Science ®Google Scholar
• Chiu , C. C. , Tu , T. C. , Wysocki , T. , Wysock , B. J. and Lu , H. C. 2009 . “Cubic-spline expansion for electromagnetic imaging of buried multiple conductors” . Electromagnetics , 29 : 321 – 336 .
   Web of Science ®Google Scholar
• de Boor , C . 1978 . A practical guide to splines , New York : Springer-Verlag .
   Google Scholar
• Donelli , M. , Franceschini , G. , Martini , A. and Massa , A. 2006 . “An integrated multiscaling strategy based on a particle swarm algorithm for inverse scattering problems” . IEEE Trans. Geosci. Remote Sensing , 44 : 298 – 312 .
   Web of Science ®Google Scholar
• Donelli , M. and Massa , A. 2005 . “Computational approach based on a particle swarm optimizer for microwave imaging of two-dimensional dielectric scatterers” . IEEE Trans. Microw. Theory Technol. , 53 : 1761 – 1776 .
   Web of Science ®Google Scholar
• Goudos , S. K. , Siakavara , K. , Samaras , T. , Vafiadis , E. E. and Sahalos , J. N. 2011 . “Self-adaptive differential evolution applied to real-valued antenna and microwave design problems” . IEEE Trans. Antennas Propagat. , 59 : 1286 – 1298 .
   Web of Science ®Google Scholar
• Huang , C. H. , Chiu , C. C. , Li , C. L. and Li , Y.-H. 2008 . Image reconstruction of the buried metallic cylinder using FDTD method and SSGA . Progr. Electromagn Res. PIER , 85 : 195 – 210 .
   Web of Science ®Google Scholar
• Kennedy , J. and Eberhart , R. C. Particle swarm optimization . Proceedings of the IEEE International Conference on Neural Networks . November 27 –1 December 1942–1948 , Perth , Australia.
   Google Scholar
• Li , C. L. , Chiu , C. C. and Huang , C. H. 2011 . “Time domain inverse scattering for a homogenous dielectric cylinder by asynchronous particle swarm optimization” . J. Testing Evaluat. , 38 : 102868
   Google Scholar
• Li , F. , Liu , Q. H. and Song , L.-P. 2004 . “Three-dimensional reconstruction of objects buried in layered media using Born and distorted Born iterative methods” . IEEE Geosci. Remote Sensing Lett. , 1 : 107 – 111 .
   Web of Science ®Google Scholar
• Mojabi , P. and Lo Vetri , J. 2009 . “Overview and classification of some regularization techniques for the Gauss-Newton inversion method applied to inverse scattering problems” . IEEE Trans. Antennas Propagat. , 57 : 2658 – 2665 .
   Web of Science ®Google Scholar
• Moriyama , T. , Meng , Z. and Takenaka , T. 2011 . “Forward-backward time-stepping method combined with genetic algorithm applied to breast cancer detection” . Microw. Optical Technol. Lett. , 53 : 438 – 442 .
   Web of Science ®Google Scholar
• Pastorino , M . 2007 . “Stochastic optimization methods applied to microwave imaging: A review” . IEEE Trans. Antennas Propagat. , 55 : 538 – 548 .
   Web of Science ®Google Scholar
• Poli , L. , Rocca , P. , Manica , L. and Massa , A. 2010 . “Handling sideband radiations in time-modulated arrays through particle swarm optimization” . IEEE Trans. Antennas Propagat. , 58 : 1408 – 1411 .
   Web of Science ®Google Scholar
• Qing , A . 2006 . “Dynamic differential evolution strategy and applications in electromagnetic inverse scattering problems” . IEEE Trans. Geosci. Remote Sensing , 44 : 116 – 125 .
   Web of Science ®Google Scholar
• Qing , A . A study on base vector for differential evolution . IEEE Congress on Evolutionary Computation . June 1–6 , Hong Kong. pp. 550 – 556 .
   Google Scholar
• Rekanos , I. 2002 . “Inverse scattering in the time domain: An iterative method using an FDTD sensitivity analysis scheme” . IEEE Trans. Magnet. , 38 : 1117 – 1120 .
   Web of Science ®Google Scholar
• Rekanos , I. 2003 . “Time-domain inverse scattering using Lagrange multipliers: An iterative FDTD-based optimization technique” . J. Electromagn. Waves Appl. , 17 : 271 – 289 .
   Web of Science ®Google Scholar
• Rekanos , I. 2008 . “Shape reconstruction of a perfectly conducting scatterer using differential evolution and particle swarm optimization” . IEEE Trans. Geosci. Remote Sensing , 46 : 1967 – 1974 .
   Web of Science ®Google Scholar
• Rocca , P. , Benedetti , M. , Donelli , M. , Franceschini , D. and Massa , A. 2009 . “Evolutionary optimization as applied to inverse scattering problems” . Inverse Probl. , 925 : 1 – 42 .
   Google Scholar
• Semnani , A. , Kamyab , M. and Rekanos , I. T. 2009 . “Reconstruction of one-dimensional dielectric scatterers using differential evolution and particle swarm optimization” . IEEE Geosci. Remote Sensing Lett. , 6 : 671 – 675 .
   Web of Science ®Google Scholar
• Semnani , A. , Rekanos , I. T. , Kamyab , M. and Papadopoulos , T. G. 2010 . “Two-dimensional microwave imaging based on hybrid scatterer representation and differential evolution” . IEEE Trans. Antennas Propagat. , 58 : 3289 – 3298 .
   Web of Science ®Google Scholar
• Soldovieri , F. , Solimene , R. and Prisco , G. 2008 . “A multiarray tomographic approach for through-wall imaging” . IEEE Trans. Geosci. Remote Sensing , 46 : 1192 – 1199 .
   Web of Science ®Google Scholar
• Storn , R. and Price , K. 1995 . Differential evolution—a simple and efficient adaptive scheme for global optimization over continuous spaces , Berkeley , CA : International Computer Science Institute . Technical Report TR-95–012
   Google Scholar
• Sun , C. H. , Chiu , C. C. , Chien , W. and Li , C. L. 2010a . “Application of FDTD and dynamic differential evolution for inverse scattering of a two- dimensional perfectly conducting cylinder in slab medium” . J. Electron. Imaging , 19 : 043016
   Web of Science ®Google Scholar
• Sun , C. H. , Chiu , C. C. and Li , C. L. 2010b . “Time-domain inverse scattering of a two-dimensional metallic cylinder in slab medium using asynchronous particle swarm optimization” . Progr. Electromagn. Res. M , 14 : 85 – 100 .
   Google Scholar
• Sun , C. H. , Chiu , C. C. , Li , C. L. and Huang , C. H. 2010c . “Time domain image reconstruction for homogenous dielectric objects by dynamic differential evolution” . Electromagnetics , 30 : 309 – 323 .
   Web of Science ®Google Scholar
• Sun , C. H. , Li , C. L. , Chiu , C. C. and Huang , C. H. 2011 . “Time domain image reconstruction for a buried 2D homogeneous dielectric cylinder using NU-SSGA” . Res. Nondestruct. Evaluat. , 22 : 1 – 15 .
   Web of Science ®Google Scholar
• Sun , C. H. , Liu , C. L. , Chen , K. C. , Chiu , C. C. , Li , C. L. and Tasi , C. C. 2008 . “Electromagnetic transverse electric wave inverse scattering of a partially immersed conductor by steady-state genetic algorithm” . Electromagnetics , 28 : 389 – 400 .
   Web of Science ®Google Scholar
• Yagle , A. E. and Frolik , J. L. 1996 . “On the feasibility of impulse reflection response data for the two-dimensional inverse scattering problem” . IEEE Trans. Antennas Propagat. , 44 : 1551 – 1564 .
   Web of Science ®Google Scholar