Inverse scattering by dielectric circular cylinder using support vector machine approach | Zendy

Zhang QingHe | Zendy; Xiao BoXun | Zendy; Zhu GuoQiang | Zendy

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Inverse scattering by dielectric circular cylinder using support vector machine approach

Author(s) -

Zhang QingHe,

Xiao BoXun,

Zhu GuoQiang

Publication year - 2007

Publication title -

microwave and optical technology letters

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.304

H-Index - 76

eISSN - 1098-2760

pISSN - 0895-2477

DOI - 10.1002/mop.22131

Subject(s) - support vector machine , cylinder , dielectric , inverse , inverse scattering problem , scattering , microwave , inverse problem , microwave imaging , algorithm , computer science , mathematics , optics , mathematical analysis , engineering , physics , machine learning , geometry , telecommunications , electrical engineering

In this paper, a new method for the solution of inverse scattering by dielectric circular cylinder is proposed. The original problem is recast into a regression estimate one by means of a regression technique based on the use of support vector machine. The proposed method, after a proper training procedure, is able to reconstruct the unknown dielectric objects and their dielectric permittivities inside a given investigation domain. Numerical results show the accuracy and efficiency of the approach. © 2006 Wiley Periodicals, Inc. Microwave Opt Technol Lett 49: 372–375, 2007; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/mop.22131

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