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A sport-specific wearable jump monitor for figure skating
Advancements in wearable technology have facilitated performance monitoring in a number of sports. Figure skating may also benefit from this technology, but the inherent movements present some unique challenges. The purpose of this study was to evaluate the feasibility of using an inertial measureme...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6248918/ https://www.ncbi.nlm.nih.gov/pubmed/30462651 http://dx.doi.org/10.1371/journal.pone.0206162 |
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author | Bruening, Dustin A. Reynolds, Riley E. Adair, Chris W. Zapalo, Peter Ridge, Sarah T. |
author_facet | Bruening, Dustin A. Reynolds, Riley E. Adair, Chris W. Zapalo, Peter Ridge, Sarah T. |
author_sort | Bruening, Dustin A. |
collection | PubMed |
description | Advancements in wearable technology have facilitated performance monitoring in a number of sports. Figure skating may also benefit from this technology, but the inherent movements present some unique challenges. The purpose of this study was to evaluate the feasibility of using an inertial measurement unit (IMU) to monitor three aspects of figure skating jumping performance: jump count, jump height, and rotation speed. Seven competitive figure skaters, outfitted with a waist-mounted IMU, performed a total of 59 isolated multi-revolution jumps and their competition routines, which consisted of 41 multi-revolution jumps along with spins, footwork, and other skills. The isolated jumps were used to develop a jump identification algorithm, which was tested on the competition routines. Four algorithms to estimate jump height from flight time were then evaluated using calibrated video as a gold standard. The identification algorithm counted 39 of the 41 program jumps correctly, with one false positive. Flight time and jump height errors under 7% and 15% respectively were found using a peak-to-peak scaling algorithm. Rotation speeds up to 1,500°/s were noted, with peak speeds occurring just over halfway between takeoff and landing. Overall, jump monitoring via IMUs may be an efficient aid for figure skaters training multi-revolution jumps. |
format | Online Article Text |
id | pubmed-6248918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-62489182018-12-06 A sport-specific wearable jump monitor for figure skating Bruening, Dustin A. Reynolds, Riley E. Adair, Chris W. Zapalo, Peter Ridge, Sarah T. PLoS One Research Article Advancements in wearable technology have facilitated performance monitoring in a number of sports. Figure skating may also benefit from this technology, but the inherent movements present some unique challenges. The purpose of this study was to evaluate the feasibility of using an inertial measurement unit (IMU) to monitor three aspects of figure skating jumping performance: jump count, jump height, and rotation speed. Seven competitive figure skaters, outfitted with a waist-mounted IMU, performed a total of 59 isolated multi-revolution jumps and their competition routines, which consisted of 41 multi-revolution jumps along with spins, footwork, and other skills. The isolated jumps were used to develop a jump identification algorithm, which was tested on the competition routines. Four algorithms to estimate jump height from flight time were then evaluated using calibrated video as a gold standard. The identification algorithm counted 39 of the 41 program jumps correctly, with one false positive. Flight time and jump height errors under 7% and 15% respectively were found using a peak-to-peak scaling algorithm. Rotation speeds up to 1,500°/s were noted, with peak speeds occurring just over halfway between takeoff and landing. Overall, jump monitoring via IMUs may be an efficient aid for figure skaters training multi-revolution jumps. Public Library of Science 2018-11-21 /pmc/articles/PMC6248918/ /pubmed/30462651 http://dx.doi.org/10.1371/journal.pone.0206162 Text en © 2018 Bruening et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Bruening, Dustin A. Reynolds, Riley E. Adair, Chris W. Zapalo, Peter Ridge, Sarah T. A sport-specific wearable jump monitor for figure skating |
title | A sport-specific wearable jump monitor for figure skating |
title_full | A sport-specific wearable jump monitor for figure skating |
title_fullStr | A sport-specific wearable jump monitor for figure skating |
title_full_unstemmed | A sport-specific wearable jump monitor for figure skating |
title_short | A sport-specific wearable jump monitor for figure skating |
title_sort | sport-specific wearable jump monitor for figure skating |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6248918/ https://www.ncbi.nlm.nih.gov/pubmed/30462651 http://dx.doi.org/10.1371/journal.pone.0206162 |
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