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Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation

Athlete evaluation systems can effectively monitor daily training and boost performance to reduce injuries. Conventional heart-rate measurement systems can be easily affected by artifact movement, especially in the case of athletes. Significant noise can be generated owing to high-intensity activiti...

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Detalles Bibliográficos
Autores principales: Li, Meina, Kim, Youn Tae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677007/
https://www.ncbi.nlm.nih.gov/pubmed/29039763
http://dx.doi.org/10.3390/s17102373
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author Li, Meina
Kim, Youn Tae
author_facet Li, Meina
Kim, Youn Tae
author_sort Li, Meina
collection PubMed
description Athlete evaluation systems can effectively monitor daily training and boost performance to reduce injuries. Conventional heart-rate measurement systems can be easily affected by artifact movement, especially in the case of athletes. Significant noise can be generated owing to high-intensity activities. To improve the comfort for athletes and the accuracy of monitoring, we have proposed to combine robust heart rate and agility index monitoring algorithms into a small, light, and single node. A band-pass-filter-based R-wave detection algorithm was developed. The agility index was calculated by preprocessing with band-pass filtering and employing the zero-crossing detection method. The evaluation was conducted under both laboratory and field environments to verify the accuracy and reliability of the algorithm. The heart rate and agility index measurements can be wirelessly transmitted to a personal computer in real time by the ZigBee telecommunication system. The results show that the error rate of measurement of the heart rate is within 2%, which is comparable with that of the traditional wired measurement method. The sensitivity of the agility index, which could be distinguished as the activity speed, changed slightly. Thus, we confirmed that the developed algorithm could be used in an effective and safe exercise-evaluation system for athletes.
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spelling pubmed-56770072017-11-17 Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation Li, Meina Kim, Youn Tae Sensors (Basel) Article Athlete evaluation systems can effectively monitor daily training and boost performance to reduce injuries. Conventional heart-rate measurement systems can be easily affected by artifact movement, especially in the case of athletes. Significant noise can be generated owing to high-intensity activities. To improve the comfort for athletes and the accuracy of monitoring, we have proposed to combine robust heart rate and agility index monitoring algorithms into a small, light, and single node. A band-pass-filter-based R-wave detection algorithm was developed. The agility index was calculated by preprocessing with band-pass filtering and employing the zero-crossing detection method. The evaluation was conducted under both laboratory and field environments to verify the accuracy and reliability of the algorithm. The heart rate and agility index measurements can be wirelessly transmitted to a personal computer in real time by the ZigBee telecommunication system. The results show that the error rate of measurement of the heart rate is within 2%, which is comparable with that of the traditional wired measurement method. The sensitivity of the agility index, which could be distinguished as the activity speed, changed slightly. Thus, we confirmed that the developed algorithm could be used in an effective and safe exercise-evaluation system for athletes. MDPI 2017-10-17 /pmc/articles/PMC5677007/ /pubmed/29039763 http://dx.doi.org/10.3390/s17102373 Text en © 2017 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, Meina
Kim, Youn Tae
Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation
title Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation
title_full Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation
title_fullStr Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation
title_full_unstemmed Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation
title_short Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation
title_sort design of a wireless sensor system with the algorithms of heart rate and agility index for athlete evaluation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677007/
https://www.ncbi.nlm.nih.gov/pubmed/29039763
http://dx.doi.org/10.3390/s17102373
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