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Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed

The purpose of this study was to determine if fatigue-related changes in biomechanics derived from an inertial measurement unit (IMU) placed at the center of mass (CoM) are reliable day-to-day. Sixteen runners performed two runs at maximal lactate steady state (MLSS) on a treadmill, one run 5% above...

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Autores principales: Dimmick, Hannah L., van Rassel, Cody R., MacInnis, Martin J., Ferber, Reed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185649/
https://www.ncbi.nlm.nih.gov/pubmed/35684750
http://dx.doi.org/10.3390/s22114129
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author Dimmick, Hannah L.
van Rassel, Cody R.
MacInnis, Martin J.
Ferber, Reed
author_facet Dimmick, Hannah L.
van Rassel, Cody R.
MacInnis, Martin J.
Ferber, Reed
author_sort Dimmick, Hannah L.
collection PubMed
description The purpose of this study was to determine if fatigue-related changes in biomechanics derived from an inertial measurement unit (IMU) placed at the center of mass (CoM) are reliable day-to-day. Sixteen runners performed two runs at maximal lactate steady state (MLSS) on a treadmill, one run 5% above MLSS speed, and one run 5% below MLSS speed while wearing a CoM-mounted IMU. Trials were performed to volitional exhaustion or a specified termination time. IMU features were derived from each axis and the resultant. Feature means were calculated for each subject during non-fatigued and fatigued states. Comparisons were performed between the two trials at MLSS and between all four trials. The only significant fatigue state × trial interaction was the 25th percentile of the results when comparing all trials. There were no main effects for trial for either comparison method. There were main effects for fatigue state for most features in both comparison methods. Reliability, measured by an intraclass coefficient (ICC), was good-to-excellent for most features. These results suggest that fatigue-related changes in biomechanics derived from a CoM-mounted IMU are reliable day-to-day when participants ran at or around MLSS and are not significantly affected by slight deviations in speed.
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spelling pubmed-91856492022-06-11 Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed Dimmick, Hannah L. van Rassel, Cody R. MacInnis, Martin J. Ferber, Reed Sensors (Basel) Article The purpose of this study was to determine if fatigue-related changes in biomechanics derived from an inertial measurement unit (IMU) placed at the center of mass (CoM) are reliable day-to-day. Sixteen runners performed two runs at maximal lactate steady state (MLSS) on a treadmill, one run 5% above MLSS speed, and one run 5% below MLSS speed while wearing a CoM-mounted IMU. Trials were performed to volitional exhaustion or a specified termination time. IMU features were derived from each axis and the resultant. Feature means were calculated for each subject during non-fatigued and fatigued states. Comparisons were performed between the two trials at MLSS and between all four trials. The only significant fatigue state × trial interaction was the 25th percentile of the results when comparing all trials. There were no main effects for trial for either comparison method. There were main effects for fatigue state for most features in both comparison methods. Reliability, measured by an intraclass coefficient (ICC), was good-to-excellent for most features. These results suggest that fatigue-related changes in biomechanics derived from a CoM-mounted IMU are reliable day-to-day when participants ran at or around MLSS and are not significantly affected by slight deviations in speed. MDPI 2022-05-29 /pmc/articles/PMC9185649/ /pubmed/35684750 http://dx.doi.org/10.3390/s22114129 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
Dimmick, Hannah L.
van Rassel, Cody R.
MacInnis, Martin J.
Ferber, Reed
Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed
title Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed
title_full Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed
title_fullStr Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed
title_full_unstemmed Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed
title_short Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed
title_sort between-day reliability of commonly used imu features during a fatiguing run and the effect of speed
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185649/
https://www.ncbi.nlm.nih.gov/pubmed/35684750
http://dx.doi.org/10.3390/s22114129
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