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Audio-Based System for Automatic Measurement of Jump Height in Sports Science

Jump height tests are employed to measure the lower-limb muscle power of athletic and non-athletic populations. The most popular instruments for this purpose are jump mats and, more recently, smartphone apps, which compute jump height through manual annotation of video recordings to extract flight t...

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Autores principales: Pueo, Basilio, Lopez, Jose J., Jimenez-Olmedo, Jose M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603667/
https://www.ncbi.nlm.nih.gov/pubmed/31167369
http://dx.doi.org/10.3390/s19112543
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author Pueo, Basilio
Lopez, Jose J.
Jimenez-Olmedo, Jose M.
author_facet Pueo, Basilio
Lopez, Jose J.
Jimenez-Olmedo, Jose M.
author_sort Pueo, Basilio
collection PubMed
description Jump height tests are employed to measure the lower-limb muscle power of athletic and non-athletic populations. The most popular instruments for this purpose are jump mats and, more recently, smartphone apps, which compute jump height through manual annotation of video recordings to extract flight time. This study developed a non-invasive instrument that automatically extracts take-off and landing events from audio recordings of jump executions. An audio signal processing algorithm, specifically developed for this purpose, accurately detects and discriminates the landing and take-off events in real time and computes jump height accordingly. Its temporal resolution theoretically outperforms that of flight-time-based mats (typically 1000 Hz) and high-speed video rates from smartphones (typically 240 fps). A validation study was carried out by comparing 215 jump heights from 43 active athletes, measured simultaneously with the audio-based system and with of a validated, commercial jump mat. The audio-based system produced nearly identical jump heights than the criterion with low and proportional systematic bias and random errors. The developed audio-based system is a trustworthy instrument for accurately measuring jump height that can be readily automated as an app to facilitate its use both in laboratories and in the field.
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spelling pubmed-66036672019-07-17 Audio-Based System for Automatic Measurement of Jump Height in Sports Science Pueo, Basilio Lopez, Jose J. Jimenez-Olmedo, Jose M. Sensors (Basel) Article Jump height tests are employed to measure the lower-limb muscle power of athletic and non-athletic populations. The most popular instruments for this purpose are jump mats and, more recently, smartphone apps, which compute jump height through manual annotation of video recordings to extract flight time. This study developed a non-invasive instrument that automatically extracts take-off and landing events from audio recordings of jump executions. An audio signal processing algorithm, specifically developed for this purpose, accurately detects and discriminates the landing and take-off events in real time and computes jump height accordingly. Its temporal resolution theoretically outperforms that of flight-time-based mats (typically 1000 Hz) and high-speed video rates from smartphones (typically 240 fps). A validation study was carried out by comparing 215 jump heights from 43 active athletes, measured simultaneously with the audio-based system and with of a validated, commercial jump mat. The audio-based system produced nearly identical jump heights than the criterion with low and proportional systematic bias and random errors. The developed audio-based system is a trustworthy instrument for accurately measuring jump height that can be readily automated as an app to facilitate its use both in laboratories and in the field. MDPI 2019-06-04 /pmc/articles/PMC6603667/ /pubmed/31167369 http://dx.doi.org/10.3390/s19112543 Text en © 2019 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
Pueo, Basilio
Lopez, Jose J.
Jimenez-Olmedo, Jose M.
Audio-Based System for Automatic Measurement of Jump Height in Sports Science
title Audio-Based System for Automatic Measurement of Jump Height in Sports Science
title_full Audio-Based System for Automatic Measurement of Jump Height in Sports Science
title_fullStr Audio-Based System for Automatic Measurement of Jump Height in Sports Science
title_full_unstemmed Audio-Based System for Automatic Measurement of Jump Height in Sports Science
title_short Audio-Based System for Automatic Measurement of Jump Height in Sports Science
title_sort audio-based system for automatic measurement of jump height in sports science
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603667/
https://www.ncbi.nlm.nih.gov/pubmed/31167369
http://dx.doi.org/10.3390/s19112543
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