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Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time
The Spanish Ministry of Defense, through its Future Combatant program, has sought to develop technology aids with the aim of extending combatants' operational capabilities. Within this framework the ATREC project funded by the “Coincidente” program aims at analyzing diverse biometrics to assess...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4029694/ https://www.ncbi.nlm.nih.gov/pubmed/24759113 http://dx.doi.org/10.3390/s140407120 |
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author | Seoane, Fernando Mohino-Herranz, Inmaculada Ferreira, Javier Alvarez, Lorena Buendia, Ruben Ayllón, David Llerena, Cosme Gil-Pita, Roberto |
author_facet | Seoane, Fernando Mohino-Herranz, Inmaculada Ferreira, Javier Alvarez, Lorena Buendia, Ruben Ayllón, David Llerena, Cosme Gil-Pita, Roberto |
author_sort | Seoane, Fernando |
collection | PubMed |
description | The Spanish Ministry of Defense, through its Future Combatant program, has sought to develop technology aids with the aim of extending combatants' operational capabilities. Within this framework the ATREC project funded by the “Coincidente” program aims at analyzing diverse biometrics to assess by real time monitoring the stress levels of combatants. This project combines multidisciplinary disciplines and fields, including wearable instrumentation, textile technology, signal processing, pattern recognition and psychological analysis of the obtained information. In this work the ATREC project is described, including the different execution phases, the wearable biomedical measurement systems, the experimental setup, the biomedical signal analysis and speech processing performed. The preliminary results obtained from the data analysis collected during the first phase of the project are presented, indicating the good classification performance exhibited when using features obtained from electrocardiographic recordings and electrical bioimpedance measurements from the thorax. These results suggest that cardiac and respiration activity offer better biomarkers for assessment of stress than speech, galvanic skin response or skin temperature when recorded with wearable biomedical measurement systems. |
format | Online Article Text |
id | pubmed-4029694 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-40296942014-05-22 Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time Seoane, Fernando Mohino-Herranz, Inmaculada Ferreira, Javier Alvarez, Lorena Buendia, Ruben Ayllón, David Llerena, Cosme Gil-Pita, Roberto Sensors (Basel) Article The Spanish Ministry of Defense, through its Future Combatant program, has sought to develop technology aids with the aim of extending combatants' operational capabilities. Within this framework the ATREC project funded by the “Coincidente” program aims at analyzing diverse biometrics to assess by real time monitoring the stress levels of combatants. This project combines multidisciplinary disciplines and fields, including wearable instrumentation, textile technology, signal processing, pattern recognition and psychological analysis of the obtained information. In this work the ATREC project is described, including the different execution phases, the wearable biomedical measurement systems, the experimental setup, the biomedical signal analysis and speech processing performed. The preliminary results obtained from the data analysis collected during the first phase of the project are presented, indicating the good classification performance exhibited when using features obtained from electrocardiographic recordings and electrical bioimpedance measurements from the thorax. These results suggest that cardiac and respiration activity offer better biomarkers for assessment of stress than speech, galvanic skin response or skin temperature when recorded with wearable biomedical measurement systems. MDPI 2014-04-22 /pmc/articles/PMC4029694/ /pubmed/24759113 http://dx.doi.org/10.3390/s140407120 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Seoane, Fernando Mohino-Herranz, Inmaculada Ferreira, Javier Alvarez, Lorena Buendia, Ruben Ayllón, David Llerena, Cosme Gil-Pita, Roberto Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time |
title | Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time |
title_full | Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time |
title_fullStr | Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time |
title_full_unstemmed | Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time |
title_short | Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time |
title_sort | wearable biomedical measurement systems for assessment of mental stress of combatants in real time |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4029694/ https://www.ncbi.nlm.nih.gov/pubmed/24759113 http://dx.doi.org/10.3390/s140407120 |
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