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Motion Capture Technologies for Athletic Performance Enhancement and Injury Risk Assessment: A Review for Multi-Sport Organizations

Bahman Adlou, Christopher Wilburn, Wendi H. Weimar

2025Sensors15 citationsDOIOpen Access PDF

Abstract

Background: Motion capture (MoCap) technologies have transformed athlete monitoring, yet athletic departments face complex decisions when selecting systems for multiple sports. Methods: We conducted a narrative review of peer-reviewed studies (2015–2025) examining optical marker-based, inertial measurement unit (IMU) systems, including Global Navigation Satellite System (GNSS)-integrated systems, and markerless computer vision systems. Studies were evaluated for validated accuracy metrics across indoor court, aquatic, and outdoor field environments. Results: Optical systems maintain sub-millimeter accuracy in controlled environments but face field limitations. IMU systems demonstrate an angular accuracy of 2–8° depending on movement complexity. Markerless systems show variable accuracy (sagittal: 3–15°, transverse: 3–57°). Environmental factors substantially impact system performance, with aquatic settings introducing an additional orientation error of 2° versus terrestrial applications. Outdoor environments challenge GNSS-based tracking (±0.3–3 m positional accuracy). Critical gaps include limited gender-specific validation and insufficient long-term reliability data. Conclusions: This review proposes a tiered implementation framework combining foundation-level team monitoring with specialized assessment tools. This evidence-based approach guides the selection of technology aligned with organizational priorities, sport-specific requirements, and resource constraints.

Topics & Concepts

GNSS applicationsInertial measurement unitMotion captureComputer scienceMatch movingReliability (semiconductor)Field (mathematics)Artificial intelligenceSimulationReal-time computingSystems engineeringGlobal Positioning SystemMotion (physics)EngineeringTelecommunicationsMathematicsPure mathematicsPhysicsPower (physics)Quantum mechanicsSports injuries and preventionSports Performance and TrainingWinter Sports Injuries and Performance
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