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Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis

Wearable sensor systems are a emerging tools for the evaluation of the sport’s activity and can be used to quantify the external workload of the athlete. The main goal of this paper was to evaluate the validity and reliability of the “Armbeep inertial measurement unit” (IMU) sensor both in a closed...

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Autores principales: Hadžić, Vedran, Germič, Aleš, Filipčič, Aleš
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321100/
https://www.ncbi.nlm.nih.gov/pubmed/34324580
http://dx.doi.org/10.1371/journal.pone.0255339
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author Hadžić, Vedran
Germič, Aleš
Filipčič, Aleš
author_facet Hadžić, Vedran
Germič, Aleš
Filipčič, Aleš
author_sort Hadžić, Vedran
collection PubMed
description Wearable sensor systems are a emerging tools for the evaluation of the sport’s activity and can be used to quantify the external workload of the athlete. The main goal of this paper was to evaluate the validity and reliability of the “Armbeep inertial measurement unit” (IMU) sensor both in a closed tennis exercise and in open matchplay. Twentyfour junior tennis players performed a baseline drill and played matches, during which they wore a combined accelerometer and gyroscope sensor. Video footage was concomitantly recorded using a digital video camera. The agreement between the measurements was assessed with the intraclass correlation coefficient (ICC) and the standard error of measurement (SEM). A simple linear regression was used to predict the number of shots registered from the video and from the Armbeep IMU sensor’s data. The number of total forehand and backhand shots during the drill repetitions showed an excellent test and re-test reproducibility (ICC≥0.90). There was a significant relationship between the Armbeep IMU sensor’s number of contacts and the total number of shots (R(2) = 0.938) which indicated the excellent reliability of the tested Armbeep IMU sensor for those parameters. Considering the accuracy of the total tennis shots and the small magnitude of error for wrist speed and acceleration, the Armbeep IMU sensor appears to be an appropriate on-court tool that can be used to monitor the hitting load during tennis practice and matches.
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spelling pubmed-83211002021-07-31 Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis Hadžić, Vedran Germič, Aleš Filipčič, Aleš PLoS One Research Article Wearable sensor systems are a emerging tools for the evaluation of the sport’s activity and can be used to quantify the external workload of the athlete. The main goal of this paper was to evaluate the validity and reliability of the “Armbeep inertial measurement unit” (IMU) sensor both in a closed tennis exercise and in open matchplay. Twentyfour junior tennis players performed a baseline drill and played matches, during which they wore a combined accelerometer and gyroscope sensor. Video footage was concomitantly recorded using a digital video camera. The agreement between the measurements was assessed with the intraclass correlation coefficient (ICC) and the standard error of measurement (SEM). A simple linear regression was used to predict the number of shots registered from the video and from the Armbeep IMU sensor’s data. The number of total forehand and backhand shots during the drill repetitions showed an excellent test and re-test reproducibility (ICC≥0.90). There was a significant relationship between the Armbeep IMU sensor’s number of contacts and the total number of shots (R(2) = 0.938) which indicated the excellent reliability of the tested Armbeep IMU sensor for those parameters. Considering the accuracy of the total tennis shots and the small magnitude of error for wrist speed and acceleration, the Armbeep IMU sensor appears to be an appropriate on-court tool that can be used to monitor the hitting load during tennis practice and matches. Public Library of Science 2021-07-29 /pmc/articles/PMC8321100/ /pubmed/34324580 http://dx.doi.org/10.1371/journal.pone.0255339 Text en © 2021 Hadžić et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Hadžić, Vedran
Germič, Aleš
Filipčič, Aleš
Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
title Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
title_full Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
title_fullStr Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
title_full_unstemmed Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
title_short Validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
title_sort validity and reliability of a novel monitoring sensor for the quantification of the hitting load in tennis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321100/
https://www.ncbi.nlm.nih.gov/pubmed/34324580
http://dx.doi.org/10.1371/journal.pone.0255339
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