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Validity and reliability of an accelerometer-based player tracking device

机译:基于加速度计的玩家跟踪设备的有效性和可靠性

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摘要

This study aimed to determine the intra- and inter-device accuracy and reliability of wearable athletic tracking devices, under controlled laboratory conditions. A total of nineteen portable accelerometers (Catapult OptimEye S5) were mounted to an aluminum bracket, bolted directly to an Unholtz Dickie 20K electrodynamic shaker table, and subjected to a series of oscillations in each of three orthogonal directions (front-back, side to side, and up-down), at four levels of peak acceleration (0.1g, 0.5g, 1.0g, and 3.0g), each repeated five times resulting in a total of 60 tests per unit, for a total of 1140 records. Data from each accelerometer was recorded at a sampling frequency of 100Hz. Peak accelerations recorded by the devices, Catapult PlayerLoad™, and calculated player load (using Catapult’s Cartesian formula) were used for the analysis. The devices demonstrated excellent intradevice reliability and mixed interdevice reliability. Differences were found between devices for mean peak accelerations and PlayerLoad™ for each direction and level of acceleration. Interdevice effect sizes ranged from a mean of 0.54 (95% CI: 0.34–0.74) (small) to 1.20 (95% CI: 1.08–1.30) (large) and ICCs ranged from 0.77 (95% CI: 0.62–0.89) (very large) to 1.0 (95% CI: 0.99–1.0) (nearly perfect) depending upon the magnitude and direction of the applied motion. When compared to the player load determined using the Cartesian formula, the Catapult reported PlayerLoad™ was consistently lower by approximately 15%. These results emphasize the need for industry wide standards in reporting validity, reliability and the magnitude of measurement errors. It is recommended that device reliability and accuracy are periodically quantified.
机译:这项研究旨在确定可穿戴运动跟踪设备在受控实验室条件下的设备内部和设备之间的准确性和可靠性。将总共​​十九个便携式加速度计(Catapult OptimEye S5)安装到铝制支架上,直接用螺栓固定在Unholtz Dickie 20K电动振动台上,并在三个正交方向(前后,左右)上分别经受一系列振动(以及上下),在四个峰值加速度级别(0.1g,0.5g,1.0g和3.0g)下,每个重复五次,从而导致每单元总共进行60次测试,共计1140条记录。来自每个加速度计的数据以100Hz的采样频率记录。设备使用Catapult PlayerLoad™记录的峰值加速度和计算出的玩家负载(使用Catapult的笛卡尔公式)进行了分析。这些设备表现出出色的设备内可靠性和混合的设备间可靠性。在设备的平均峰值加速度和PlayerLoad™的每个方向和加速度水平之间都存在差异。装置间效应的大小范围从平均值0.54(95%CI:0.34–0.74)(小)到1.20(95%CI:1.08-1.30)(大)和ICC范围从0.77(95%CI:0.62-0.89)(非常大)到1.0(95%CI:0.99-1.0)(几乎完美),具体取决于所应用运动的大小和方向。与使用笛卡尔公式确定的玩家负载相比,弹射器报告的PlayerLoad™始终降低了约15%。这些结果强调在报告有效性,可靠性和测量误差的大小方面需要行业标准。建议定期对设备的可靠性和准确性进行量化。

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