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Design of a Wireless Sensor System with the Algorithms of Heart Rate and Agility Index for Athlete Evaluation

机译:基于心率和敏捷指数算法的运动员评估无线传感器系统设计

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摘要

Athlete evaluation systems can effectively monitor daily training and boost performance to reduce injuries. Conventional heart-rate measurement systems can be easily affected by artifact movement, especially in the case of athletes. Significant noise can be generated owing to high-intensity activities. To improve the comfort for athletes and the accuracy of monitoring, we have proposed to combine robust heart rate and agility index monitoring algorithms into a small, light, and single node. A band-pass-filter-based R-wave detection algorithm was developed. The agility index was calculated by preprocessing with band-pass filtering and employing the zero-crossing detection method. The evaluation was conducted under both laboratory and field environments to verify the accuracy and reliability of the algorithm. The heart rate and agility index measurements can be wirelessly transmitted to a personal computer in real time by the ZigBee telecommunication system. The results show that the error rate of measurement of the heart rate is within 2%, which is comparable with that of the traditional wired measurement method. The sensitivity of the agility index, which could be distinguished as the activity speed, changed slightly. Thus, we confirmed that the developed algorithm could be used in an effective and safe exercise-evaluation system for athletes.
机译:运动员评估系统可以有效地监控日常训练并提高表现以减少伤害。传统的心率测量系统很容易受到伪影运动的影响,特别是在运动员的情况下。高强度的活动会产生大量的噪音。为了提高运动员的舒适度和监测的准确性,我们建议将健壮的心率和敏捷性指标监测算法组合到一个小型,轻巧和单个节点中。提出了一种基于带通滤波器的R波检测算法。通过带通滤波预处理并采用零交叉检测方法来计算敏捷性指数。在实验室和现场环境下都进行了评估,以验证算法的准确性和可靠性。 ZigBee电信系统可将心率和敏捷性指标测量结果实时无线传输到个人计算机。结果表明,心率测量的误差率在2%以内,与传统的有线测量方法相当。敏捷指数的敏感性(可以区分为活动速度)略有变化。因此,我们确认了所开发的算法可用于运动员的有效且安全的运动评估系统中。

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