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Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors
Propulsive force is a determinant of swimming performance. Several methods have been proposed to estimate the propulsive force in human swimming; however, their practical use in coaching is limited. Herein, we propose a novel method for estimating the propulsive force generated by swimmers’ hands us...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460320/ https://www.ncbi.nlm.nih.gov/pubmed/36081152 http://dx.doi.org/10.3390/s22176695 |
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author | Kadi, Tomoya Wada, Tomohito Narita, Kenzo Tsunokawa, Takaaki Mankyu, Hirotoshi Tamaki, Hiroyuki Ogita, Futoshi |
author_facet | Kadi, Tomoya Wada, Tomohito Narita, Kenzo Tsunokawa, Takaaki Mankyu, Hirotoshi Tamaki, Hiroyuki Ogita, Futoshi |
author_sort | Kadi, Tomoya |
collection | PubMed |
description | Propulsive force is a determinant of swimming performance. Several methods have been proposed to estimate the propulsive force in human swimming; however, their practical use in coaching is limited. Herein, we propose a novel method for estimating the propulsive force generated by swimmers’ hands using an inertial measurement unit (IMU) and pressure sensors. In Experiment 1, we use a hand model to examine the effect of a hand-mounted IMU on pressure around the hand model at several flow velocities and water flow directions. In Experiment 2, we compare the propulsive force estimated using the IMU and pressure sensors ([Formula: see text]) via an underwater motion-capture system and pressure sensors ([Formula: see text]). Five swimmers had markers, pressure sensors, and IMUs attached to their hands and performed front crawl swimming for 25 m twice at each of nine different swimming speeds. The results show that the hand-mounted IMU affects the resultant force; however, the effect of the hand-mounted IMU varies with the flow direction. The mean values of [Formula: see text] and [Formula: see text] are similar (19.59 ± 7.66 N and 19.36 ± 7.86 N, respectively; intraclass correlation coefficient((2,1)) = 0.966), and their waveforms are similar (coefficient of multiple correlation = 0.99). These results indicate that the IMU can estimate the same level of propulsive force as an underwater motion-capture system. |
format | Online Article Text |
id | pubmed-9460320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94603202022-09-10 Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors Kadi, Tomoya Wada, Tomohito Narita, Kenzo Tsunokawa, Takaaki Mankyu, Hirotoshi Tamaki, Hiroyuki Ogita, Futoshi Sensors (Basel) Article Propulsive force is a determinant of swimming performance. Several methods have been proposed to estimate the propulsive force in human swimming; however, their practical use in coaching is limited. Herein, we propose a novel method for estimating the propulsive force generated by swimmers’ hands using an inertial measurement unit (IMU) and pressure sensors. In Experiment 1, we use a hand model to examine the effect of a hand-mounted IMU on pressure around the hand model at several flow velocities and water flow directions. In Experiment 2, we compare the propulsive force estimated using the IMU and pressure sensors ([Formula: see text]) via an underwater motion-capture system and pressure sensors ([Formula: see text]). Five swimmers had markers, pressure sensors, and IMUs attached to their hands and performed front crawl swimming for 25 m twice at each of nine different swimming speeds. The results show that the hand-mounted IMU affects the resultant force; however, the effect of the hand-mounted IMU varies with the flow direction. The mean values of [Formula: see text] and [Formula: see text] are similar (19.59 ± 7.66 N and 19.36 ± 7.86 N, respectively; intraclass correlation coefficient((2,1)) = 0.966), and their waveforms are similar (coefficient of multiple correlation = 0.99). These results indicate that the IMU can estimate the same level of propulsive force as an underwater motion-capture system. MDPI 2022-09-04 /pmc/articles/PMC9460320/ /pubmed/36081152 http://dx.doi.org/10.3390/s22176695 Text en © 2022 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 Kadi, Tomoya Wada, Tomohito Narita, Kenzo Tsunokawa, Takaaki Mankyu, Hirotoshi Tamaki, Hiroyuki Ogita, Futoshi Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors |
title | Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors |
title_full | Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors |
title_fullStr | Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors |
title_full_unstemmed | Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors |
title_short | Novel Method for Estimating Propulsive Force Generated by Swimmers’ Hands Using Inertial Measurement Units and Pressure Sensors |
title_sort | novel method for estimating propulsive force generated by swimmers’ hands using inertial measurement units and pressure sensors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460320/ https://www.ncbi.nlm.nih.gov/pubmed/36081152 http://dx.doi.org/10.3390/s22176695 |
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