Current technologies based on inertial measurement units (IMUs) are considered valid and reliable tools for monitoring barbell velocity in strength training. However, the extracted outcomes are often limited to a few velocity metrics, such as mean or maximal velocity. This study aimed at validating a single IMU-based methodology to automatically obtain the barbell velocity full profile as well as key performance metrics during maximal Paralympic bench press. Seven Paralympic powerlifters (age: 30.5 +/- 4.3 years, sitting height: 71.6 +/- 6.8 cm, body mass: 72.5 +/- 16.4 kg, one-repetition maximum: 148.4 +/- 38.6 kg) performed four attempts of maximal Paralympic bench press. The barbell velocity profile and relevant metrics were automatically obtained from IMU linear acceleration through a custom-made algorithm and validated against a video-based reference system. The mean difference between devices was 0.00 +/- 0.04 m center dot s(-1) with low limits of agreement (<0.09 m center dot s(-1)) and moderate-to-good reliability (ICC: 0.55-0.90). Linear regression analysis showed large-to-very large associations between paired measurements (r: 0.57-0.91, p < 0.003; SEE: 0.02-0.06 m center dot s(-1)). The analysis of velocity curves showed a high spatial similarity and small differences between devices. The proposed methodology provided a good level of agreement, making it suitable for different applications in barbell velocity monitoring during maximal Paralympic bench press.

Validation of an Automatic Inertial Sensor-Based Methodology for Detailed Barbell Velocity Monitoring during Maximal Paralympic Bench Press

Rum L
;
2022-01-01

Abstract

Current technologies based on inertial measurement units (IMUs) are considered valid and reliable tools for monitoring barbell velocity in strength training. However, the extracted outcomes are often limited to a few velocity metrics, such as mean or maximal velocity. This study aimed at validating a single IMU-based methodology to automatically obtain the barbell velocity full profile as well as key performance metrics during maximal Paralympic bench press. Seven Paralympic powerlifters (age: 30.5 +/- 4.3 years, sitting height: 71.6 +/- 6.8 cm, body mass: 72.5 +/- 16.4 kg, one-repetition maximum: 148.4 +/- 38.6 kg) performed four attempts of maximal Paralympic bench press. The barbell velocity profile and relevant metrics were automatically obtained from IMU linear acceleration through a custom-made algorithm and validated against a video-based reference system. The mean difference between devices was 0.00 +/- 0.04 m center dot s(-1) with low limits of agreement (<0.09 m center dot s(-1)) and moderate-to-good reliability (ICC: 0.55-0.90). Linear regression analysis showed large-to-very large associations between paired measurements (r: 0.57-0.91, p < 0.003; SEE: 0.02-0.06 m center dot s(-1)). The analysis of velocity curves showed a high spatial similarity and small differences between devices. The proposed methodology provided a good level of agreement, making it suitable for different applications in barbell velocity monitoring during maximal Paralympic bench press.
2022
Paralympic powerlifting
inertial sensor
strength training
barbell velocity
bench press
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14085/60481
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