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Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology
Mental fatigue is a key cause of chronic diseases and traffic accidents, which is difficult to be quantitatively evaluated. In order to non-intrusively detect fatigue state, an optical fiber sensing system is proposed, which is non-invasive and does not require direct contact with skin. The fiber se...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505708/ https://www.ncbi.nlm.nih.gov/pubmed/36146289 http://dx.doi.org/10.3390/s22186940 |
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author | Hu, Siqi Lin, Huaguan Zhang, Quanqing Wang, Sheng Zeng, Qingbing He, Sailing |
author_facet | Hu, Siqi Lin, Huaguan Zhang, Quanqing Wang, Sheng Zeng, Qingbing He, Sailing |
author_sort | Hu, Siqi |
collection | PubMed |
description | Mental fatigue is a key cause of chronic diseases and traffic accidents, which is difficult to be quantitatively evaluated. In order to non-intrusively detect fatigue state, an optical fiber sensing system is proposed, which is non-invasive and does not require direct contact with skin. The fiber sensor was fabricated through phase mask exposure method and packaged by sensitivity-enhanced structure, which can suppress transverse force and increase signal amplitude by 5%. A fatigue-inducing experiment was carried out, and the heartbeat signals of 20 subjects under different fatigue states were collected by the proposed sensing system. A series of heart rate variability indicators were calculated from the sensing signals, and their statistical significance for fatigue was analyzed. The experiment results showed that the values of SDNN and LF/HF increased significantly with subjects’ fatigue level. This study shows that the proposed fiber optic sensing system has practical value in fatigue state monitoring. |
format | Online Article Text |
id | pubmed-9505708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95057082022-09-24 Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology Hu, Siqi Lin, Huaguan Zhang, Quanqing Wang, Sheng Zeng, Qingbing He, Sailing Sensors (Basel) Communication Mental fatigue is a key cause of chronic diseases and traffic accidents, which is difficult to be quantitatively evaluated. In order to non-intrusively detect fatigue state, an optical fiber sensing system is proposed, which is non-invasive and does not require direct contact with skin. The fiber sensor was fabricated through phase mask exposure method and packaged by sensitivity-enhanced structure, which can suppress transverse force and increase signal amplitude by 5%. A fatigue-inducing experiment was carried out, and the heartbeat signals of 20 subjects under different fatigue states were collected by the proposed sensing system. A series of heart rate variability indicators were calculated from the sensing signals, and their statistical significance for fatigue was analyzed. The experiment results showed that the values of SDNN and LF/HF increased significantly with subjects’ fatigue level. This study shows that the proposed fiber optic sensing system has practical value in fatigue state monitoring. MDPI 2022-09-14 /pmc/articles/PMC9505708/ /pubmed/36146289 http://dx.doi.org/10.3390/s22186940 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 | Communication Hu, Siqi Lin, Huaguan Zhang, Quanqing Wang, Sheng Zeng, Qingbing He, Sailing Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology |
title | Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology |
title_full | Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology |
title_fullStr | Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology |
title_full_unstemmed | Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology |
title_short | Short-Term HRV Detection and Human Fatigue State Analysis Based on Optical Fiber Sensing Technology |
title_sort | short-term hrv detection and human fatigue state analysis based on optical fiber sensing technology |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505708/ https://www.ncbi.nlm.nih.gov/pubmed/36146289 http://dx.doi.org/10.3390/s22186940 |
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