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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...

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Autores principales: Kadi, Tomoya, Wada, Tomohito, Narita, Kenzo, Tsunokawa, Takaaki, Mankyu, Hirotoshi, Tamaki, Hiroyuki, Ogita, Futoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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