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Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †

Calderon’s method has been successfully used for the direct image reconstruction in electrical capacitance tomography. In the method, the truncation radius adopted in numerical integral greatly influences the reconstruction results. In the past, the truncation radius is selected as a constant empiri...

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Autores principales: Sun, Shijie, Xu, Lijun, Cao, Zhang, Sun, Jiangtao, Tian, Wenbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6539439/
https://www.ncbi.nlm.nih.gov/pubmed/31035706
http://dx.doi.org/10.3390/s19092014
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author Sun, Shijie
Xu, Lijun
Cao, Zhang
Sun, Jiangtao
Tian, Wenbin
author_facet Sun, Shijie
Xu, Lijun
Cao, Zhang
Sun, Jiangtao
Tian, Wenbin
author_sort Sun, Shijie
collection PubMed
description Calderon’s method has been successfully used for the direct image reconstruction in electrical capacitance tomography. In the method, the truncation radius adopted in numerical integral greatly influences the reconstruction results. In the past, the truncation radius is selected as a constant empirically according to the permittivity distribution pattern and noise level. In this paper, the influence of the truncation radius in Calderon’s method on the reconstruction results was first analyzed by numerical simulation. Then, a strategy for adaptive selection of the truncation radius was proposed. The amplitude information of the elements in the scattering transform matrix computed from the Dirichlet-to-Neumann (DN) map was used to determine the range for the truncation radius selection, and the phase information was further used to select a proper truncation radius value within this selection range. Finally, experiments were carried out to verify the strategy. Experimental results showed that small relative image error and good visual effect could be obtained by using the truncation radius selected by the proposed strategy.
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spelling pubmed-65394392019-06-04 Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography † Sun, Shijie Xu, Lijun Cao, Zhang Sun, Jiangtao Tian, Wenbin Sensors (Basel) Article Calderon’s method has been successfully used for the direct image reconstruction in electrical capacitance tomography. In the method, the truncation radius adopted in numerical integral greatly influences the reconstruction results. In the past, the truncation radius is selected as a constant empirically according to the permittivity distribution pattern and noise level. In this paper, the influence of the truncation radius in Calderon’s method on the reconstruction results was first analyzed by numerical simulation. Then, a strategy for adaptive selection of the truncation radius was proposed. The amplitude information of the elements in the scattering transform matrix computed from the Dirichlet-to-Neumann (DN) map was used to determine the range for the truncation radius selection, and the phase information was further used to select a proper truncation radius value within this selection range. Finally, experiments were carried out to verify the strategy. Experimental results showed that small relative image error and good visual effect could be obtained by using the truncation radius selected by the proposed strategy. MDPI 2019-04-29 /pmc/articles/PMC6539439/ /pubmed/31035706 http://dx.doi.org/10.3390/s19092014 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sun, Shijie
Xu, Lijun
Cao, Zhang
Sun, Jiangtao
Tian, Wenbin
Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †
title Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †
title_full Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †
title_fullStr Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †
title_full_unstemmed Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †
title_short Adaptive Selection of Truncation Radius in Calderon’s Method for Direct Image Reconstruction in Electrical Capacitance Tomography †
title_sort adaptive selection of truncation radius in calderon’s method for direct image reconstruction in electrical capacitance tomography †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6539439/
https://www.ncbi.nlm.nih.gov/pubmed/31035706
http://dx.doi.org/10.3390/s19092014
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