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Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status
This is the first ever proposal to use skin hardness as a physiological sign by which to estimate human thermal status and to verify its effectiveness and independence in relation to the two conventional signs: skin temperature and skin conductance. We propose a novel TSV model adding skin hardness...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6089900/ https://www.ncbi.nlm.nih.gov/pubmed/30104637 http://dx.doi.org/10.1038/s41598-018-30206-1 |
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author | Yoon, Sunghyun Sim, Jai Kyoung Park, Noeul Cho, Young-Ho |
author_facet | Yoon, Sunghyun Sim, Jai Kyoung Park, Noeul Cho, Young-Ho |
author_sort | Yoon, Sunghyun |
collection | PubMed |
description | This is the first ever proposal to use skin hardness as a physiological sign by which to estimate human thermal status and to verify its effectiveness and independence in relation to the two conventional signs: skin temperature and skin conductance. We propose a novel TSV model adding skin hardness to the conventional TSV model for better estimation of human thermal status with higher accuracy and lower error. We survey individual thermal sensation from 30 subjects under four different thermal conditions (normal, warm, hot, and cold); while measuring skin hardness along with the two conventional physiological signs. The novel model for estimation of thermal status from all three signs increases R(2) by 17.4% and decreases error by 23.5%, compared to the conventional model using two signs. The novel TSV model has potential for applications to human-machine interaction systems for better estimation of human thermal status. |
format | Online Article Text |
id | pubmed-6089900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60899002018-08-17 Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status Yoon, Sunghyun Sim, Jai Kyoung Park, Noeul Cho, Young-Ho Sci Rep Article This is the first ever proposal to use skin hardness as a physiological sign by which to estimate human thermal status and to verify its effectiveness and independence in relation to the two conventional signs: skin temperature and skin conductance. We propose a novel TSV model adding skin hardness to the conventional TSV model for better estimation of human thermal status with higher accuracy and lower error. We survey individual thermal sensation from 30 subjects under four different thermal conditions (normal, warm, hot, and cold); while measuring skin hardness along with the two conventional physiological signs. The novel model for estimation of thermal status from all three signs increases R(2) by 17.4% and decreases error by 23.5%, compared to the conventional model using two signs. The novel TSV model has potential for applications to human-machine interaction systems for better estimation of human thermal status. Nature Publishing Group UK 2018-08-13 /pmc/articles/PMC6089900/ /pubmed/30104637 http://dx.doi.org/10.1038/s41598-018-30206-1 Text en © The Author(s) 2018 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 Yoon, Sunghyun Sim, Jai Kyoung Park, Noeul Cho, Young-Ho Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status |
title | Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status |
title_full | Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status |
title_fullStr | Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status |
title_full_unstemmed | Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status |
title_short | Evaluation of Skin Hardness as a Physiological Sign of Human Thermal Status |
title_sort | evaluation of skin hardness as a physiological sign of human thermal status |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6089900/ https://www.ncbi.nlm.nih.gov/pubmed/30104637 http://dx.doi.org/10.1038/s41598-018-30206-1 |
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