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用于足球特定跑动模式的惯性传感器设备的有效性和可靠性。

Validity and Reliability of an Inertial Sensor Device for Specific Running Patterns in Soccer.

机构信息

Sport and Exercise Research Unit, Department of Psychology, Educational Science and Human Movement, University of Palermo, 90144 Palermo, Italy.

SSD Academy Ribolla Calcio, 90135 Palermo, Italy.

出版信息

Sensors (Basel). 2021 Oct 31;21(21):7255. doi: 10.3390/s21217255.

Abstract

Electronic performance tracking devices are largely employed in team sports to monitor performance and improve training. To date, global positioning system (GPS) based devices are those mainly used in soccer training. The aim of this study was to analyse the validity and reliability of the inertial sensor device (ISD) in monitoring distance and speed in a soccer-specific circuit and how their performance compare to a GPS system. 44 young male soccer players (age: 14.9 ± 1.1, range 9-16, years, height: 1.65 ± 0.10 m, body mass: 56.3 ± 8.9 kg) playing in a non-professional soccer team in Italy, participated in the study. We assessed the players trough a soccer running sport-specific circuit. An ISD and a GPS were used to assess distance and speed. Data was compared to a video reference system, and the difference were quantified by means of the root mean square error (RMSE). Significant differences were found for both GPS and ISD devices for distance and speed. However, lower error for distance (dRMSE 2.23 ± 1.01 m and 5.75 ± 1.50 m, respectively) and speed (sRMSE 0.588 ± 0.152 m·s and 1.30 ± 0.422 m·s, respectively) were attained by the ISD compared to the GPS. Overall, our results revealed a statistically significant difference between systems in data monitoring for either distance and speed. However, results of this study showed that a smaller error was obtained with the ISD than the GPS device. Despite caution is warranted within the interpretation of these results, we observed a better practical applicability of the ISD due to its small size, lower cost and the possibility to use the device indoor.

摘要

电子绩效追踪设备在团队运动中被广泛用于监测表现和改进训练。迄今为止,基于全球定位系统(GPS)的设备是足球训练中主要使用的设备。本研究的目的是分析惯性传感器设备(ISD)在监测足球特定电路中的距离和速度的有效性和可靠性,以及它们的性能与 GPS 系统相比如何。44 名年轻男性足球运动员(年龄:14.9±1.1,范围 9-16 岁,年,身高:1.65±0.10 m,体重:56.3±8.9 kg)参加了意大利一个非职业足球队,参加了这项研究。我们通过足球跑步专项电路评估了运动员。使用 ISD 和 GPS 来评估距离和速度。数据与视频参考系统进行比较,并通过均方根误差(RMSE)来量化差异。GPS 和 ISD 设备在距离和速度上均存在显著差异。然而,ISD 设备的距离(dRMSE 2.23±1.01 m 和 5.75±1.50 m)和速度(sRMSE 0.588±0.152 m·s 和 1.30±0.422 m·s)误差较小。总体而言,我们的结果显示,在距离和速度数据监测方面,两个系统之间存在统计学上的显著差异。然而,本研究的结果表明,ISD 设备比 GPS 设备获得的误差更小。尽管在解释这些结果时需要谨慎,但我们观察到 ISD 由于其体积小、成本低以及在室内使用的可能性,具有更好的实际适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3374/8587914/61bb8e757dd1/sensors-21-07255-g001.jpg

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