Equimetrics -- 在马术活动中应用 HAR 原理

Jonas Pöhler, Kristof Van Laerhoven
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摘要

本文介绍了 Equimetrics 数据采集系统。其主要目的是应用 HAR 原理来提高对马术表现的理解和优化。通过整合来自骑手身体和马匹四肢上战略性放置的传感器的数据,该系统提供了两者互动的综合视图。初步数据收集表明,该系统能够准确地对各种马术活动进行分类,如行走、小跑、奔跑和跳跃,同时还能检测骑手姿势和马匹运动的细微变化。该系统利用开源硬件和软件,为传统的动作捕捉技术提供了一种具有成本效益的替代方案,使研究人员和训练人员都能使用该系统。Equimetrics 系统是马术成绩分析领域的一大进步,它提供了客观、数据驱动的见解,可用于提高训练和比赛成绩。
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Equimetrics -- Applying HAR principles to equestrian activities
This paper presents the Equimetrics data capture system. The primary objective is to apply HAR principles to enhance the understanding and optimization of equestrian performance. By integrating data from strategically placed sensors on the rider's body and the horse's limbs, the system provides a comprehensive view of their interactions. Preliminary data collection has demonstrated the system's ability to accurately classify various equestrian activities, such as walking, trotting, cantering, and jumping, while also detecting subtle changes in rider posture and horse movement. The system leverages open-source hardware and software to offer a cost-effective alternative to traditional motion capture technologies, making it accessible for researchers and trainers. The Equimetrics system represents a significant advancement in equestrian performance analysis, providing objective, data-driven insights that can be used to enhance training and competition outcomes.
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