Comparative analysis of inertial measurement units and markerless video motion capture systems for assessing rotational parameters in snowboard freestyle

In snowboard freestyle, the measured amount of rotation (mAR) is a key judging criteria. Rotational parameters like angular velocity (AV) support athletes and coaches in performance enhancements. This study evaluates the validity of on-snow available inertial measurement unit (IMU) data with a markerless optical tracking system. Eight elite snowboard riders performed 88 tricks with a bounce board on a trampoline that were concurrently measured using a board-mounted IMU and a video motion capture system (criterion). The validity of the IMU was determined for discrete (mAR) and time-series (AV) data via t-test, effect size (d), concordance correlation coefficient (CCC), standard deviation of differences (SDD), and bias ±limits of agreement (LoA). For discrete data, results indicated excellent absolute and relative concurrent validity of mAR (SDD = ±8.18°; SDD% = ±1.42%; CCC = 0.998; bias ± LoA = 1.80° ± 16.02°) despite significant mean differences (p < 0.05; d < | 0 . 2 | ) between both systems. For time-series data, acceptable absolute and relative concurrent validity exist for AV (mean SDD < 45°; mean SDD% < 10%; mean CCC > 0.9; bias ± LoA = −0.19°/s ± 87.48°/s) showing significant mean differences only in the first 1% of the time-series (p < 0.05; d > | 0 . 2 | ). In conclusion, using a board-mounted IMU is a valid approach to measure rotational parameters in snowboard freestyle, highlighting IMUs’ potential for on-field performance analysis. Nonetheless, caution is advised when interpreting AV at individual time points due to the observed variability, especially in close temporal proximity to take-off and landing events. • IMU shows good validity for rotation measures vs. video motion capture in snowboarding. • High validity found for rotation amount and angular velocity time-series data. • IMU is a fast, low-cost, easy alternative to video capture for field analysis. • Angular velocity differs between IMU and video near take-off and landing.

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Publication Details

Journal
Measurement Sensors
Published
2025-04-01
DOI
https://doi.org/10.1016/j.measen.2025.101872
Citations
1
Primary Topic
Winter Sports Injuries and Performance
Type
article
Field-Weighted Citation Impact
1.52
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article

Comparative analysis of inertial measurement units and markerless video motion capture systems for assessing rotational parameters in snowboard freestyle

Ingo Sandau, Tom Gorges, Felix Friedl, Christian Merz
1 citations
Measurement Sensors
Winter Sports Injuries and Performance
1.52
article

Comparative analysis of inertial measurement units and markerless video motion capture systems for assessing rotational parameters in snowboard freestyle

Ingo Sandau, Tom Gorges, Felix Friedl, Christian Merz
article en
1 citations

Abstract

In snowboard freestyle, the measured amount of rotation (mAR) is a key judging criteria. Rotational parameters like angular velocity (AV) support athletes and coaches in performance enhancements. This study evaluates the validity of on-snow available inertial measurement unit (IMU) data with a markerless optical tracking system. Eight elite snowboard riders performed 88 tricks with a bounce board on a trampoline that were concurrently measured using a board-mounted IMU and a video motion capture system (criterion). The validity of the IMU was determined for discrete (mAR) and time-series (AV) data via t-test, effect size (d), concordance correlation coefficient (CCC), standard deviation of differences (SDD), and bias ±limits of agreement (LoA). For discrete data, results indicated excellent absolute and relative concurrent validity of mAR (SDD = ±8.18°; SDD% = ±1.42%; CCC = 0.998; bias ± LoA = 1.80° ± 16.02°) despite significant mean differences (p < 0.05; d < | 0 . 2 | ) between both systems. For time-series data, acceptable absolute and relative concurrent validity exist for AV (mean SDD < 45°; mean SDD% < 10%; mean CCC > 0.9; bias ± LoA = −0.19°/s ± 87.48°/s) showing significant mean differences only in the first 1% of the time-series (p < 0.05; d > | 0 . 2 | ). In conclusion, using a board-mounted IMU is a valid approach to measure rotational parameters in snowboard freestyle, highlighting IMUs’ potential for on-field performance analysis. Nonetheless, caution is advised when interpreting AV at individual time points due to the observed variability, especially in close temporal proximity to take-off and landing events. • IMU shows good validity for rotation measures vs. video motion capture in snowboarding. • High validity found for rotation amount and angular velocity time-series data. • IMU is a fast, low-cost, easy alternative to video capture for field analysis. • Angular velocity differs between IMU and video near take-off and landing.

Measurement SensorsVol. 39
German Sport University Cologne (DE), Institute for Sports Medicine (DE)
Openalex Percentile: Top 20%
Winter Sports Injuries and Performance
1.52
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