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Validation of a Unique Boxing Monitoring System
Much development work and scientific research has been conducted in recent years in the field of detecting human activity and the measurement of biomechanical performance parameters using portable sensor technologies, so-called wearable systems. Despite the fact that boxers participating in one of t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588074/ https://www.ncbi.nlm.nih.gov/pubmed/34770254 http://dx.doi.org/10.3390/s21216947 |
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author | Menzel, Tobias Potthast, Wolfgang |
author_facet | Menzel, Tobias Potthast, Wolfgang |
author_sort | Menzel, Tobias |
collection | PubMed |
description | Much development work and scientific research has been conducted in recent years in the field of detecting human activity and the measurement of biomechanical performance parameters using portable sensor technologies, so-called wearable systems. Despite the fact that boxers participating in one of the most vigorous and complex disciplines of all sports, it is one of the disciplines where no noteworthy, advanced performance analytic tools are used for training or for competition purposes worldwide. This research aimed to develop and validate a comprehensive punch performance sensor system for the measurement and analysis of biomechanical parameters in the sport of boxing. A comprehensive validation study on linear regression was conducted following the development of the sensor system, between the gold standard of a Kistler force plate and Vicon motion capture system, to compare sensor-derived measurements with the gold standard-derived measurements. The developed sensor system demonstrated high accuracies ranging from R(2) = 0.97 to R(2) = 0.99 for punch force, acceleration, velocity and punch-time data. The validation experiments conducted demonstrated the significant accuracy of the sensor-derived measurements for predicting boxing-specific biomechanical movement parameters while punching in field use. Thus, this paper presents a unique sensor system for comprehensive measurements of biomechanical parameters using the developed mobile measurement system in the field of combat sports |
format | Online Article Text |
id | pubmed-8588074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85880742021-11-13 Validation of a Unique Boxing Monitoring System Menzel, Tobias Potthast, Wolfgang Sensors (Basel) Communication Much development work and scientific research has been conducted in recent years in the field of detecting human activity and the measurement of biomechanical performance parameters using portable sensor technologies, so-called wearable systems. Despite the fact that boxers participating in one of the most vigorous and complex disciplines of all sports, it is one of the disciplines where no noteworthy, advanced performance analytic tools are used for training or for competition purposes worldwide. This research aimed to develop and validate a comprehensive punch performance sensor system for the measurement and analysis of biomechanical parameters in the sport of boxing. A comprehensive validation study on linear regression was conducted following the development of the sensor system, between the gold standard of a Kistler force plate and Vicon motion capture system, to compare sensor-derived measurements with the gold standard-derived measurements. The developed sensor system demonstrated high accuracies ranging from R(2) = 0.97 to R(2) = 0.99 for punch force, acceleration, velocity and punch-time data. The validation experiments conducted demonstrated the significant accuracy of the sensor-derived measurements for predicting boxing-specific biomechanical movement parameters while punching in field use. Thus, this paper presents a unique sensor system for comprehensive measurements of biomechanical parameters using the developed mobile measurement system in the field of combat sports MDPI 2021-10-20 /pmc/articles/PMC8588074/ /pubmed/34770254 http://dx.doi.org/10.3390/s21216947 Text en © 2021 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 Menzel, Tobias Potthast, Wolfgang Validation of a Unique Boxing Monitoring System |
title | Validation of a Unique Boxing Monitoring System |
title_full | Validation of a Unique Boxing Monitoring System |
title_fullStr | Validation of a Unique Boxing Monitoring System |
title_full_unstemmed | Validation of a Unique Boxing Monitoring System |
title_short | Validation of a Unique Boxing Monitoring System |
title_sort | validation of a unique boxing monitoring system |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588074/ https://www.ncbi.nlm.nih.gov/pubmed/34770254 http://dx.doi.org/10.3390/s21216947 |
work_keys_str_mv | AT menzeltobias validationofauniqueboxingmonitoringsystem AT potthastwolfgang validationofauniqueboxingmonitoringsystem |