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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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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. |
format | Online Article Text |
id | pubmed-5677007 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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