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Development of a wireless system able to track barbell kinematics during bench-press, deadlift and squat movements.

机译:无线系统的开发能够在卧推,硬拉和下蹲运动期间跟踪杠铃运动。

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The monitoring of sport activity during the execution of different exercises plays an important role, not only for athletes of high level. The aim of this present study was to build a system able to acquire kinematics data (acceleration and displacement) of the barbell, in a wireless and real time fashion, during the execution of squat, deadlift and bench-press movements. At first, the hardware components were evaluated to obtain a cheap and light system, then an algorithm for the determination of displacement of the barbell from acceleration and angular velocity was developed; to conclude, tests, both in ideal and real conditions, were performed. The acceleration signals obtained for squat and deadlift were really noisy, so it was not possible to determine the displacement because of drift phenomenon. The accelerations obtained during bench-press showed better results and allowed the determination of displacement with an uncertainty of ± 30 cm. The study showed that in uncontrolled conditions, due to the noise, this system is not able to determine the amplitude of the displacement, while in conditions similar to the ideal, as in bench-press, the system is able to determine the displacement though with a low level of accuracy.
机译:在执行不同运动过程中对体育活动的监视不仅对高水平的运动员也起着重要的作用。本研究的目的是建立一个能够在下蹲,硬拉和卧推运动过程中以无线和实时方式获取杠铃运动学数据(加速度和位移)的系统。首先,对硬件组件进行评估以获得便宜,轻便的系统,然后开发一种根据加速度和角速度确定杠铃位移的算法;总之,在理想和实际条件下都进行了测试。深蹲和硬拉所获得的加速度信号确实很嘈杂,因此由于漂移现象而无法确定位移。卧推过程中获得的加速度显示出更好的结果,并允许以±30 cm的不确定度确定位移。研究表明,在不受控制的条件下,由于噪声,该系统无法确定位移的幅度,而在与理想情况类似的条件下(如卧推),系统可以确定位移。准确性较低。

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