Reconstruction of three-dimensional targets using frequency-diversity data

In this paper, we consider the imaging of targets with a multi-frequency microwave experiment and investigate the best way to take advantage of the frequency-diversity data for reconstructing the three-dimensional permittivity of the objects from the scattered field data. We derive two...

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Main Authors: Ting Zhang, Patrick C. Chaumet, Anne Sentenac, Kamal Belkebir
Format: Article
Language:English
Published: AIP Publishing LLC 2014-12-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/1.4904898
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spelling doaj-9252245c64684cb9831025021ee9c5232020-11-24T22:24:22ZengAIP Publishing LLCAIP Advances2158-32262014-12-01412127135127135-1410.1063/1.4904898035412ADVReconstruction of three-dimensional targets using frequency-diversity dataTing Zhang0Patrick C. Chaumet1Anne Sentenac2Kamal Belkebir3 Aix-Marseille Université, CNRS, Institut Fresnel (UMR 7249), 13013 Marseille, France Aix-Marseille Université, CNRS, Institut Fresnel (UMR 7249), 13013 Marseille, France Aix-Marseille Université, CNRS, Institut Fresnel (UMR 7249), 13013 Marseille, France Aix-Marseille Université, CNRS, Institut Fresnel (UMR 7249), 13013 Marseille, France In this paper, we consider the imaging of targets with a multi-frequency microwave experiment and investigate the best way to take advantage of the frequency-diversity data for reconstructing the three-dimensional permittivity of the objects from the scattered field data. We derive two inversion procedures where the permittivity is estimated iteratively so as to minimize an adequate cost functional. In the first approach, known as the frequency hopping procedure, the inversion scheme is run on a single frequency dataset, starting from the lowest frequency, and its final result is used as an initial guess for the inversion performed on the next frequency dataset. In the second approach, the inversion procedure is applied to the full multi-frequency data. We show on various targets taken from the Fresnel database, that the best reconstructions are obtained when the inversion procedure acts on the full data. The reconstruction can be further ameliorated by modifying the weight of the different frequencies in the cost functional. http://dx.doi.org/10.1063/1.4904898
collection DOAJ
language English
format Article
sources DOAJ
author Ting Zhang
Patrick C. Chaumet
Anne Sentenac
Kamal Belkebir
spellingShingle Ting Zhang
Patrick C. Chaumet
Anne Sentenac
Kamal Belkebir
Reconstruction of three-dimensional targets using frequency-diversity data
AIP Advances
author_facet Ting Zhang
Patrick C. Chaumet
Anne Sentenac
Kamal Belkebir
author_sort Ting Zhang
title Reconstruction of three-dimensional targets using frequency-diversity data
title_short Reconstruction of three-dimensional targets using frequency-diversity data
title_full Reconstruction of three-dimensional targets using frequency-diversity data
title_fullStr Reconstruction of three-dimensional targets using frequency-diversity data
title_full_unstemmed Reconstruction of three-dimensional targets using frequency-diversity data
title_sort reconstruction of three-dimensional targets using frequency-diversity data
publisher AIP Publishing LLC
series AIP Advances
issn 2158-3226
publishDate 2014-12-01
description In this paper, we consider the imaging of targets with a multi-frequency microwave experiment and investigate the best way to take advantage of the frequency-diversity data for reconstructing the three-dimensional permittivity of the objects from the scattered field data. We derive two inversion procedures where the permittivity is estimated iteratively so as to minimize an adequate cost functional. In the first approach, known as the frequency hopping procedure, the inversion scheme is run on a single frequency dataset, starting from the lowest frequency, and its final result is used as an initial guess for the inversion performed on the next frequency dataset. In the second approach, the inversion procedure is applied to the full multi-frequency data. We show on various targets taken from the Fresnel database, that the best reconstructions are obtained when the inversion procedure acts on the full data. The reconstruction can be further ameliorated by modifying the weight of the different frequencies in the cost functional.
url http://dx.doi.org/10.1063/1.4904898
work_keys_str_mv AT tingzhang reconstructionofthreedimensionaltargetsusingfrequencydiversitydata
AT patrickcchaumet reconstructionofthreedimensionaltargetsusingfrequencydiversitydata
AT annesentenac reconstructionofthreedimensionaltargetsusingfrequencydiversitydata
AT kamalbelkebir reconstructionofthreedimensionaltargetsusingfrequencydiversitydata
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