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Accuracy and reliability of GPS devices for measurement of sports-specific movement patterns related to cricket, tennis, and field-based team sports

机译:GPS设备的准确性和可靠性,用于测量与板球,网球和野外团队运动有关的运动特定运动模式

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摘要

The aim of this study was to determine the accuracy and reliability of 5, 10, and 15 Hz global positioning system (GPS) devices. Two male subjects (mean ± SD; age, 25.5 ± 0.7 years; height, 1.75 ± 0.01 m; body mass, 74 ± 5.7 kg) completed 10 repetitions of drills replicating movements typical of tennis, cricket, and field-based (football) sports. All movements were completed wearing two 5 and 10 Hz MinimaxX and 2 GPS-Sports 15 Hz GPS devices in a specially designed harness. Criterion movement data for distance and speed were provided from a 22-camera VICON system sampling at 100 Hz. Accuracy was determined using 1-way analysis of variance with Tukey's post hoc tests. Interunit reliability was determined using intraclass correlation (ICC), and typical error was estimated as coefficient of variation (CV). Overall, for the majority of distance and speed measures, as measured using the 5, 10, and 15 Hz GPS devices, were not significantly different (p > 0.05) to the VICON data. Additionally, no improvements in the accuracy or reliability of GPS devices were observed with an increase in the sampling rate. However, the CV for the 5 and 15 Hz devices for distance and speed measures ranged between 3 and 33%, with increasing variability evident in higher speed zones. The majority of ICC measures possessed a low level of interunit reliability (r = -0.35 to 0.39). Based on these results, practitioners of these devices should be aware that measurements of distance and speed may be consistently underestimated, regardless of the movements performed.
机译:这项研究的目的是确定5、10和15 Hz全球定位系统(GPS)设备的准确性和可靠性。两名男性受试者(平均±SD;年龄:25.5±0.7岁;身高:1.75±0.01 m;体重:74±5.7 kg)完成了10次重复训练,重复了网球,板球和田径(足球)的典型运动体育。佩戴两个特别设计的安全带中的两个5和10 Hz MinimaxX和两个GPS-Sports 15 Hz GPS设备完成了所有运动。距离和速度的标准运动数据由22台摄像机的VICON系统以100 Hz的采样率提供。精度是通过Tukey事后检验进行的方差单向分析确定的。使用类内相关性(ICC)确定单元间的可靠性,并将典型误差估计为变异系数(CV)。总体而言,使用5 Hz,10 Hz和15 Hz GPS设备进行的大多数距离和速度测量与VICON数据没有显着差异(p> 0.05)。另外,随着采样率的增加,未观察到GPS设备的准确性或可靠性方面的改进。但是,用于距离和速度测量的5 Hz和15 Hz设备的CV在3%到33%之间,并且在较高速度区域中的可变性明显增加。大多数ICC措施的单元间可靠性较低(r = -0.35至0.39)。基于这些结果,这些设备的从业者应意识到,无论执行何种运动,都可能始终低估距离和速度的测量值。

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