不同运动速度下时空参数的测量:GPS单元与红外垫的比较。

IF 2.3 Q3 BIOCHEMICAL RESEARCH METHODS Methods and Protocols Pub Date : 2024-12-20 DOI:10.3390/mps7060103
Thomas Provot, Benjamin Millot, Eline Hazotte, Thomas Rousseau, Jean Slawinski
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引用次数: 0

摘要

准确测量步长和步频等时空参数对分析跑步和短跑成绩至关重要。传统的方法,如视频分析和力量平台,要么耗时,要么范围有限,这促使人们需要更高效的技术。本研究评估了商用全球定位系统(GPS)单元与惯性测量单元(IMU)在不同速度的冲刺中捕获这些参数的有效性。五名经验丰富的男性运动员在三种速度条件下(S:慢,m:中,F:快)进行了六次40米短跑,并配备了GPS-IMU系统和光学系统作为黄金标准参考。本研究共分析了398个步骤。提取步频、步长和步速,采用统计方法进行比较,包括决定系数(r2)和均方根误差(RMSE)。结果表明,在步进频率(r2 = 0.92, RMSE = 0.14 Hz)、步长(r2 = 0.91, RMSE = 0.07 m)和步速(r2 = 0.99, RMSE = 0.17 m/s)方面,嵌入式系统与参考系统之间存在很大的一致性。GPS-IMU系统能准确测量不同运行速度下的时空参数,具有相对误差小、精度高的特点。该研究表明,GPS-IMU系统可以提供全面的时空数据,使其在训练和比赛中都有价值。这些技术的整合提供了实际的好处,帮助教练更好地理解和提高跑步表现。未来GPS-IMU采样率采集技术的改进将进一步提高测量精度,扩大其在精英运动中的应用。
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The Measurement of Spatiotemporal Parameters in Running at Different Velocities: A Comparison Between a GPS Unit and an Infrared Mat.

The accurate measurement of spatiotemporal parameters, such as step length and step frequency, is crucial for analyzing running and sprinting performance. Traditional methods like video analysis and force platforms are either time consuming or limited in scope, prompting the need for more efficient technologies. This study evaluates the effectiveness of a commercial Global Positioning System (GPS) unit integrated with an Inertial Measurement Unit (IMU) in capturing these parameters during sprints at varying velocities. Five experienced male runners performed six 40 m sprints at three velocity conditions (S: Slow, M: Medium, F: Fast) while equipped with a GPS-IMU system and an optical system as the gold standard reference. A total of 398 steps were analyzed for this study. Step frequency, step length and step velocity were extracted and compared using statistical methods, including the coefficient of determination (r2) and root mean square error (RMSE). Results indicated a very large agreement between the embedded system and the reference system, for the step frequency (r2 = 0.92, RMSE = 0.14 Hz), for the step length (r2 = 0.91, RMSE = 0.07 m) and the step velocity (r2 = 0.99, RMSE = 0.17 m/s). The GPS-IMU system accurately measured spatiotemporal parameters across different running velocities, demonstrating low relative errors and high precision. This study demonstrates that GPS-IMU systems can provide comprehensive spatiotemporal data, making them valuable for both training and competition. The integration of these technologies offers practical benefits, helping coaches better understand and enhance running performance. Future improvements in sample rate acquisition GPS-IMU technology could further increase measurement accuracy and expand its application in elite sports.

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来源期刊
Methods and Protocols
Methods and Protocols Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (miscellaneous)
CiteScore
3.60
自引率
0.00%
发文量
85
审稿时长
8 weeks
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