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Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication

We present a novel biometric authentication system enabled by ratiometric analysis of impedance of fingers. In comparison to the traditional biometrics that relies on acquired images of structural information of physiological characteristics, our biological impedance approach not only eliminates any...

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Autores principales: Noh, Hyung Wook, Ahn, Chang-Geun, Kong, Hyoun-Joong, Sim, Joo Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6753141/
https://www.ncbi.nlm.nih.gov/pubmed/31537843
http://dx.doi.org/10.1038/s41598-019-49792-9
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author Noh, Hyung Wook
Ahn, Chang-Geun
Kong, Hyoun-Joong
Sim, Joo Yong
author_facet Noh, Hyung Wook
Ahn, Chang-Geun
Kong, Hyoun-Joong
Sim, Joo Yong
author_sort Noh, Hyung Wook
collection PubMed
description We present a novel biometric authentication system enabled by ratiometric analysis of impedance of fingers. In comparison to the traditional biometrics that relies on acquired images of structural information of physiological characteristics, our biological impedance approach not only eliminates any practical means of making fake copies of the relevant physiological traits but also provides reliable features of biometrics using the ratiometric impedance of fingers. This study shows that the ratiometric features of the impedance of fingers in 10 different pairs using 5 electrodes at the fingertips can reduce the variation due to undesirable factors such as temperature and day-to-day physiological variations. By calculating the ratio of impedances, the difference between individual subjects was amplified and the spectral patterns were diversified. Overall, our ratiometric analysis of impedance improved the classification accuracy of 41 subjects and reduced the error rate of classification from 29.32% to 5.86% (by a factor of 5).
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spelling pubmed-67531412019-10-01 Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication Noh, Hyung Wook Ahn, Chang-Geun Kong, Hyoun-Joong Sim, Joo Yong Sci Rep Article We present a novel biometric authentication system enabled by ratiometric analysis of impedance of fingers. In comparison to the traditional biometrics that relies on acquired images of structural information of physiological characteristics, our biological impedance approach not only eliminates any practical means of making fake copies of the relevant physiological traits but also provides reliable features of biometrics using the ratiometric impedance of fingers. This study shows that the ratiometric features of the impedance of fingers in 10 different pairs using 5 electrodes at the fingertips can reduce the variation due to undesirable factors such as temperature and day-to-day physiological variations. By calculating the ratio of impedances, the difference between individual subjects was amplified and the spectral patterns were diversified. Overall, our ratiometric analysis of impedance improved the classification accuracy of 41 subjects and reduced the error rate of classification from 29.32% to 5.86% (by a factor of 5). Nature Publishing Group UK 2019-09-19 /pmc/articles/PMC6753141/ /pubmed/31537843 http://dx.doi.org/10.1038/s41598-019-49792-9 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Noh, Hyung Wook
Ahn, Chang-Geun
Kong, Hyoun-Joong
Sim, Joo Yong
Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication
title Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication
title_full Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication
title_fullStr Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication
title_full_unstemmed Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication
title_short Ratiometric Impedance Sensing of Fingers for Robust Identity Authentication
title_sort ratiometric impedance sensing of fingers for robust identity authentication
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6753141/
https://www.ncbi.nlm.nih.gov/pubmed/31537843
http://dx.doi.org/10.1038/s41598-019-49792-9
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