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  4. Swimming phase-based performance evaluation using a single IMU in front crawl
 
conference paper

Swimming phase-based performance evaluation using a single IMU in front crawl

Hamidi Rad, Mahdi  
•
Gremeaux, Vincent
•
Dadashi, Farzin  
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September 7, 2021
ISBS Proceedings Archive
39th International Conference on Biomechanics in Sports 2021 (ISBS)

The purpose of this study was to assess the potential of using a sacrum-worn inertial measurement unit (IMU) for performance evaluation in each swimming phase (wall push-off, glide, stroke preparation, and swimming) of national-level swimmers in front crawl technique. Nineteen swimmers were asked to wear a sacrum IMU and swim four one-way 25-m trials in front crawl, attached to a tethered speedometer and filmed by cameras in the whole lap for validation. Based on the literature, several goal metrics were defined over speedometer data, each one representing the performance of the swimmer either in one phase (maximum velocity of wall push-off phase) or several phases (time of 15 meters for wall push-off, glide, stroke preparation phases). Following a macro-micro approach, the IMU parameters of each swimming phase were used to predict the goal metrics. The selected IMU parameters were in line with the characteristics of movement within each phase and can estimate the corresponding goal metric with an R2 over 0.8 and relative RMSE lower than 10%.

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Type
conference paper
Author(s)
Hamidi Rad, Mahdi  
Gremeaux, Vincent
Dadashi, Farzin  
Aminian, Kamiar  
Date Issued

2021-09-07

Publisher

University of Canberra

Published in
ISBS Proceedings Archive
Total of pages

4

Subjects

swimming

•

wearable sensor

•

performance evaluation

•

speedometer

Editorial or Peer reviewed

NON-REVIEWED

Written at

EPFL

EPFL units
LMAM  
Event nameEvent placeEvent date
39th International Conference on Biomechanics in Sports 2021 (ISBS)

Canberra, Australia

September 3-7, 2021

Available on Infoscience
September 6, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/181167
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