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基于惯性测量单元的耐力跑者在跑步机跑步时的时空和动力学变量的可靠性

Reliability of Inertial Measurement Unit-Based Spatiotemporal and Kinetic Variables in Endurance Runners during Treadmill Running.

作者信息

Miqueleiz Unai, Aguado-Jimenez Roberto, Lecumberri Pablo, Garcia-Tabar Ibai, Gorostiaga Esteban M

机构信息

Department of Health Sciences, Public University of Navarre, Pamplona, Spain.

Studies, Research and Sports Medicine Centre (CEIMD), Government of Navarre, Pamplona, Spain.

出版信息

J Hum Kinet. 2025 May 12;97:65-76. doi: 10.5114/jhk/195895. eCollection 2025 Apr.

Abstract

Wearable technology for running analysis is growing in both sports science research and applied fields. This study examined the reliability of some spatiotemporal and kinetic variables estimated from an inertial measurement unit (IMU) fastened over the lumbar spine. Eighteen recreational endurance runners performed two maximal incremental treadmill running tests during a 7-10 day period under standard conditions. Contact time (CT), stride time (ST), stride length (SL), stride frequency (SF), as well as anteroposterior (AP) impulses and vertical (VT) peak brake data were analysed at 9, 15 and 21 km•h. Test-retest reliability was measured as the intraclass correlation coefficient (ICC), the coefficient of variation (CV) and minimal detectable change (MDC). No significant differences between tests were observed (p > 0.05; effect size (ES) < 0.28; trivial to small). Reliability increased from 9 to 21 km•h (ICC from 0.88 to 0.93; ES = 1.0; moderate) and was higher in spatiotemporal (CV < 2.3%) than kinetic variables (CV < 6.8%). This study adds novel data regarding the reliability of the MTw IMU. The results reported in this study enable researchers to determine whether the changes in IMU-derived data are outside of the measurement error following training and rehabilitation settings.

摘要

用于跑步分析的可穿戴技术在运动科学研究和应用领域都在不断发展。本研究考察了固定在腰椎上的惯性测量单元(IMU)所估计的一些时空和动力学变量的可靠性。18名休闲耐力跑者在标准条件下,于7至10天内进行了两次最大递增跑步机跑步测试。分析了9、15和21千米/小时速度下的接触时间(CT)、步幅时间(ST)、步幅长度(SL)、步频(SF),以及前后(AP)冲量和垂直(VT)峰值制动数据。重测信度通过组内相关系数(ICC)、变异系数(CV)和最小可检测变化(MDC)来衡量。测试之间未观察到显著差异(p>0.05;效应量(ES)<0.28;微不足道至小)。信度从9千米/小时增加到21千米/小时(ICC从0.88增加到0.93;ES = 1.0;中等),时空变量的信度(CV<2.3%)高于动力学变量(CV<6.8%)。本研究增加了关于MTw IMU可靠性的新数据。本研究报告的结果使研究人员能够确定在训练和康复环境后,IMU衍生数据的变化是否超出测量误差范围。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ef4/12127928/469554c1afbf/JHK-97-195895-g001.jpg

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