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Plant Tissue Modelling Using Power-Law Filters

Impedance spectroscopy has became an essential non-invasive tool for quality assessment measurements of the biochemical and biophysical changes in plant tissues. The electrical behaviour of biological tissues can be captured by fitting its bio-impedance data to a suitable circuit model. This paper i...

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Autores principales: Gadallah, Samar I., Ghoneim, Mohamed S., Elwakil, Ahmed S., Said, Lobna A., Madian, Ahmed H., Radwan, Ahmed G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9370976/
https://www.ncbi.nlm.nih.gov/pubmed/35957213
http://dx.doi.org/10.3390/s22155659
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author Gadallah, Samar I.
Ghoneim, Mohamed S.
Elwakil, Ahmed S.
Said, Lobna A.
Madian, Ahmed H.
Radwan, Ahmed G.
author_facet Gadallah, Samar I.
Ghoneim, Mohamed S.
Elwakil, Ahmed S.
Said, Lobna A.
Madian, Ahmed H.
Radwan, Ahmed G.
author_sort Gadallah, Samar I.
collection PubMed
description Impedance spectroscopy has became an essential non-invasive tool for quality assessment measurements of the biochemical and biophysical changes in plant tissues. The electrical behaviour of biological tissues can be captured by fitting its bio-impedance data to a suitable circuit model. This paper investigates the use of power-law filters in circuit modelling of bio-impedance. The proposed models are fitted to experimental data obtained from eight different fruit types using a meta-heuristic optimization method (the Water Cycle Algorithm (WCA)). Impedance measurements are obtained using a Biologic SP150 electrochemical station, and the percentage error between the actual impedance and the fitted models’ impedance are reported. It is found that a circuit model consisting of a combination of two second-order power-law low-pass filters shows the least fitting error.
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spelling pubmed-93709762022-08-12 Plant Tissue Modelling Using Power-Law Filters Gadallah, Samar I. Ghoneim, Mohamed S. Elwakil, Ahmed S. Said, Lobna A. Madian, Ahmed H. Radwan, Ahmed G. Sensors (Basel) Article Impedance spectroscopy has became an essential non-invasive tool for quality assessment measurements of the biochemical and biophysical changes in plant tissues. The electrical behaviour of biological tissues can be captured by fitting its bio-impedance data to a suitable circuit model. This paper investigates the use of power-law filters in circuit modelling of bio-impedance. The proposed models are fitted to experimental data obtained from eight different fruit types using a meta-heuristic optimization method (the Water Cycle Algorithm (WCA)). Impedance measurements are obtained using a Biologic SP150 electrochemical station, and the percentage error between the actual impedance and the fitted models’ impedance are reported. It is found that a circuit model consisting of a combination of two second-order power-law low-pass filters shows the least fitting error. MDPI 2022-07-28 /pmc/articles/PMC9370976/ /pubmed/35957213 http://dx.doi.org/10.3390/s22155659 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gadallah, Samar I.
Ghoneim, Mohamed S.
Elwakil, Ahmed S.
Said, Lobna A.
Madian, Ahmed H.
Radwan, Ahmed G.
Plant Tissue Modelling Using Power-Law Filters
title Plant Tissue Modelling Using Power-Law Filters
title_full Plant Tissue Modelling Using Power-Law Filters
title_fullStr Plant Tissue Modelling Using Power-Law Filters
title_full_unstemmed Plant Tissue Modelling Using Power-Law Filters
title_short Plant Tissue Modelling Using Power-Law Filters
title_sort plant tissue modelling using power-law filters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9370976/
https://www.ncbi.nlm.nih.gov/pubmed/35957213
http://dx.doi.org/10.3390/s22155659
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