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Updated: Dec 22, 2025

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Published on: May 26, 2020
Inertial Sensor-Based Motion Tracking in Football with Movement Intensity Quantification.
Erik Wilmes1, Cornelis J de Ruiter1, Bram J C Bastiaansen2
1Amsterdam Movement Sciences, Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, 1081BT Amsterdam, The Netherlands.
This study validates an easy-to-use inertial sensor system for measuring football players' lower body movement. The system accurately captures kinematics and movement intensity, enhancing physical load monitoring in practice.
Area of Science:
- Sports Science
- Biomechanics
- Wearable Technology
Background:
- Inertial sensor systems offer potential for monitoring football players' physical load.
- System validity depends on movement type and intensity.
- A simple, practical system is needed for daily use.
Purpose of the Study:
- Introduce and validate an easy-to-use inertial sensor system for lower body kinematics in football.
- Assess the system's accuracy against an optoelectronic gold standard across various movements and intensities.
- Determine the system's capability to quantify movement intensity.
Main Methods:
- An inertial sensor-based motion analysis system was developed.
- 11 football players performed six football-specific movements at low, medium, and maximal intensities.
- An optoelectronic motion analysis system served as the gold standard for validation.
Main Results:
- Good validity was observed for knee and hip flexion/extension angles (RMS differences: 5.3° ± 3.4° and 8.0° ± 3.5°).
- Significant differences in mean absolute flexion/extension angular velocities were found across movement intensities.
- The system demonstrated accuracy comparable to the gold standard.
Conclusions:
- The inertial sensor system shows potential for practical application in football.
- It can accurately measure lower body kinematics and quantify movement intensity.
- This technology may improve physical load estimations for football players during training and matches.
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