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Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors
For sports scientists and coaches, its crucial to have reliable tracking systems to improve athletes. Therefore, this study aimed to examine the validity of a wearable real-time tracking system (WRRTS) for the quantification of ski jumping. The tracking system consists of wearable trackers attached...
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/PMC8659670/ https://www.ncbi.nlm.nih.gov/pubmed/34883784 http://dx.doi.org/10.3390/s21237780 |
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author | Link, Johannes Guillaume, Sébastien Eskofier, Bjoern M. |
author_facet | Link, Johannes Guillaume, Sébastien Eskofier, Bjoern M. |
author_sort | Link, Johannes |
collection | PubMed |
description | For sports scientists and coaches, its crucial to have reliable tracking systems to improve athletes. Therefore, this study aimed to examine the validity of a wearable real-time tracking system (WRRTS) for the quantification of ski jumping. The tracking system consists of wearable trackers attached to the ski bindings of the athletes and fixed antennas next to the jumping hill. To determine the accuracy and precision of the WRRTS, four athletes of the German A or B National Team performed 35 measured ski jumps. The WRRTS was used to measure the 3D positions and ski angles during the jump. The measurements are compared with camera measurements for the in-flight parameters and the official video distance for the jumping distance to assess their accuracy. We statistically evaluated the different methods using Bland–Altman plots. We thereby find a mean absolute error of [Formula: see text] [Formula: see text] for the jumping distance, [Formula: see text] [Formula: see text] for the in-flight positions, and [Formula: see text] °, and [Formula: see text] ° for the camera projected pitch and V-style opening angle, respectively. We show the validity of the presented WRRTS to measure the investigated parameters. Thus, the system can be used as a tracking system during training and competitions for coaches and sports scientists. The real-time feature of the tracking system enables usage during live TV broadcasting. |
format | Online Article Text |
id | pubmed-8659670 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86596702021-12-10 Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors Link, Johannes Guillaume, Sébastien Eskofier, Bjoern M. Sensors (Basel) Article For sports scientists and coaches, its crucial to have reliable tracking systems to improve athletes. Therefore, this study aimed to examine the validity of a wearable real-time tracking system (WRRTS) for the quantification of ski jumping. The tracking system consists of wearable trackers attached to the ski bindings of the athletes and fixed antennas next to the jumping hill. To determine the accuracy and precision of the WRRTS, four athletes of the German A or B National Team performed 35 measured ski jumps. The WRRTS was used to measure the 3D positions and ski angles during the jump. The measurements are compared with camera measurements for the in-flight parameters and the official video distance for the jumping distance to assess their accuracy. We statistically evaluated the different methods using Bland–Altman plots. We thereby find a mean absolute error of [Formula: see text] [Formula: see text] for the jumping distance, [Formula: see text] [Formula: see text] for the in-flight positions, and [Formula: see text] °, and [Formula: see text] ° for the camera projected pitch and V-style opening angle, respectively. We show the validity of the presented WRRTS to measure the investigated parameters. Thus, the system can be used as a tracking system during training and competitions for coaches and sports scientists. The real-time feature of the tracking system enables usage during live TV broadcasting. MDPI 2021-11-23 /pmc/articles/PMC8659670/ /pubmed/34883784 http://dx.doi.org/10.3390/s21237780 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 | Article Link, Johannes Guillaume, Sébastien Eskofier, Bjoern M. Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors |
title | Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors |
title_full | Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors |
title_fullStr | Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors |
title_full_unstemmed | Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors |
title_short | Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors |
title_sort | experimental validation of real-time ski jumping tracking system based on wearable sensors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659670/ https://www.ncbi.nlm.nih.gov/pubmed/34883784 http://dx.doi.org/10.3390/s21237780 |
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