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Fractional Calculus Model of Electrical Impedance Applied to Human Skin
Fractional calculus is a mathematical approach dealing with derivatives and integrals of arbitrary and complex orders. Therefore, it adds a new dimension to understand and describe basic nature and behavior of complex systems in an improved way. Here we use the fractional calculus for modeling elect...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3618342/ https://www.ncbi.nlm.nih.gov/pubmed/23577065 http://dx.doi.org/10.1371/journal.pone.0059483 |
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author | Vosika, Zoran B. Lazovic, Goran M. Misevic, Gradimir N. Simic-Krstic, Jovana B. |
author_facet | Vosika, Zoran B. Lazovic, Goran M. Misevic, Gradimir N. Simic-Krstic, Jovana B. |
author_sort | Vosika, Zoran B. |
collection | PubMed |
description | Fractional calculus is a mathematical approach dealing with derivatives and integrals of arbitrary and complex orders. Therefore, it adds a new dimension to understand and describe basic nature and behavior of complex systems in an improved way. Here we use the fractional calculus for modeling electrical properties of biological systems. We derived a new class of generalized models for electrical impedance and applied them to human skin by experimental data fitting. The primary model introduces new generalizations of: 1) Weyl fractional derivative operator, 2) Cole equation, and 3) Constant Phase Element (CPE). These generalizations were described by the novel equation which presented parameter [Image: see text] related to remnant memory and corrected four essential parameters [Image: see text] We further generalized single generalized element by introducing specific partial sum of Maclaurin series determined by parameters [Image: see text] We defined individual primary model elements and their serial combination models by the appropriate equations and electrical schemes. Cole equation is a special case of our generalized class of models for[Image: see text] Previous bioimpedance data analyses of living systems using basic Cole and serial Cole models show significant imprecisions. Our new class of models considerably improves the quality of fitting, evaluated by mean square errors, for bioimpedance data obtained from human skin. Our models with new parameters presented in specific partial sum of Maclaurin series also extend representation, understanding and description of complex systems electrical properties in terms of remnant memory effects. |
format | Online Article Text |
id | pubmed-3618342 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-36183422013-04-10 Fractional Calculus Model of Electrical Impedance Applied to Human Skin Vosika, Zoran B. Lazovic, Goran M. Misevic, Gradimir N. Simic-Krstic, Jovana B. PLoS One Research Article Fractional calculus is a mathematical approach dealing with derivatives and integrals of arbitrary and complex orders. Therefore, it adds a new dimension to understand and describe basic nature and behavior of complex systems in an improved way. Here we use the fractional calculus for modeling electrical properties of biological systems. We derived a new class of generalized models for electrical impedance and applied them to human skin by experimental data fitting. The primary model introduces new generalizations of: 1) Weyl fractional derivative operator, 2) Cole equation, and 3) Constant Phase Element (CPE). These generalizations were described by the novel equation which presented parameter [Image: see text] related to remnant memory and corrected four essential parameters [Image: see text] We further generalized single generalized element by introducing specific partial sum of Maclaurin series determined by parameters [Image: see text] We defined individual primary model elements and their serial combination models by the appropriate equations and electrical schemes. Cole equation is a special case of our generalized class of models for[Image: see text] Previous bioimpedance data analyses of living systems using basic Cole and serial Cole models show significant imprecisions. Our new class of models considerably improves the quality of fitting, evaluated by mean square errors, for bioimpedance data obtained from human skin. Our models with new parameters presented in specific partial sum of Maclaurin series also extend representation, understanding and description of complex systems electrical properties in terms of remnant memory effects. Public Library of Science 2013-04-05 /pmc/articles/PMC3618342/ /pubmed/23577065 http://dx.doi.org/10.1371/journal.pone.0059483 Text en © 2013 Vosika et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Vosika, Zoran B. Lazovic, Goran M. Misevic, Gradimir N. Simic-Krstic, Jovana B. Fractional Calculus Model of Electrical Impedance Applied to Human Skin |
title | Fractional Calculus Model of Electrical Impedance Applied to Human Skin |
title_full | Fractional Calculus Model of Electrical Impedance Applied to Human Skin |
title_fullStr | Fractional Calculus Model of Electrical Impedance Applied to Human Skin |
title_full_unstemmed | Fractional Calculus Model of Electrical Impedance Applied to Human Skin |
title_short | Fractional Calculus Model of Electrical Impedance Applied to Human Skin |
title_sort | fractional calculus model of electrical impedance applied to human skin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3618342/ https://www.ncbi.nlm.nih.gov/pubmed/23577065 http://dx.doi.org/10.1371/journal.pone.0059483 |
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