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Validity and reliability of a standalone low-end 50-Hz GNSS receiver during running

机译:运行期间独立的低端50 Hz GNSS接收器的有效性和可靠性

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摘要

The aim of the investigation was to verify the validity and reliability of a low-end 50-Hz Global Navigation Satellite System receiver (GNSSr) for different soccer-specific run distances and average speed assessments. Six soccer players were assessed on two different days while performing eight different running paths with changes of direction for a final total of 44 runs. During the runs, each participant was equipped with the GNSSr, while the time for each single run was recorded using a photocell gate. Reference vs. receiver assessment correspondences for distance and average speed were evaluated by calculating the standard error of the estimate (SEE), coefficient of variation (CV), and mean bias. Residual vs. predicted value comparison was performed by means of Bland-Altman plots. Finally, calculating the intra-class correlations coefficient (ICC) assessed the test-retest reliability of the measurement. Receiver distance assessment showed an SEE of 0.52 m (0.73%), and mean bias of 0.06 m. Receiver average speed assessment showed an SEE of 0.02 m·s-1 (0.74%) and mean bias of 0.001 m·s-1. The Bland-Altman plot showed a small difference between the two assessments with the 95% limits of agreement=±1.08 m/0.046 m·s-1. Receiver distance/speed assessment was found to be reliable, with ICC=0.999. In spite of its low cost, the new low-end GNSSr provides valid and reliable assessments of distance and average speed for young adults performing several standardized running actions of differing lengths within delimited setup spaces.
机译:调查的目的是验证低端50 Hz全球导航卫星系统接收机(GNSSr)在不同足球特定的行驶距离和平均速度评估中的有效性和可靠性。在不同的两天对六名足球运动员进行了评估,同时执行了八种不同的跑步路径,并改变了方向,最终总共进行了44次跑步。在跑步过程中,每位参与者都配备了GNSSr,而每次跑步的时间都是使用光电管门记录的。通过计算估计值的标准误差(SEE),变异系数(CV)和平均偏差来评估距离和平均速度的参考与接收器评估对应关系。残余值与预测值的比较通过Bland-Altman图进行。最后,计算类内相关系数(ICC)评估了测量的重测信度。接收器距离评估显示SEE为0.52 m(0.73%),平均偏差为0.06 m。接收器平均速度评估显示SEE为0.02 m·s -1 (0.74%),平均偏差为0.001 m·s -1 。 Bland-Altman图显示两次评估之间的微小差异,一致性的95%限制为±1.08 m / 0.046 m·s -1 。接收器距离/速度评估被认为是可靠的,ICC = 0.999。尽管价格低廉,新的低端GNSSr仍可以为年轻人提供有效且可靠的距离和平均速度评估,这些年轻人在有限的设置空间内执行几种不同长度的标准化跑步动作。

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