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从实验室到现场:在标准化跑步过程中,惯性测量单元得出的步态参数的有效性和可靠性。

From lab to field: validity and reliability of inertial measurement unit-derived gait parameters during a standardised run.

机构信息

Centre for Human Performance, Carnegie School of Sport, Leeds Beckett University, Leeds, UK.

Sport Science and Medicine Department, Crystal Palace FC, London, UK.

出版信息

J Sports Sci. 2024 Sep;42(18):1706-1715. doi: 10.1080/02640414.2024.2408195. Epub 2024 Sep 28.

Abstract

The aim was to assess concurrent validity and test-retest reliability of spatiotemporal gait parameters from a thoracic-placed inertial measurement unit (IMU) in lab- (Phase One) and field-based (Phase Two) conditions. Spatiotemporal gait parameters were compared (target speeds 3, 5 and 7.5 m·s) between a 100 Hz IMU and an optical measurement system (OptoJump Next, 1000 hz) in 14 trained individuals (Phase One). Additionally, 29 English Premier League football players performed weekly 3 × 60 m runs (5 m·s; observations = 1227; Phase Two). Mixed effects modelling assessed the effect of speed on agreement between systems (Phase One) and test-retest reliability (Phase Two). IMU step time showed strong agreement (<0.3%) regardless of individual or running speed. Direction of mean biases up to 40 ms for contact and flight time depended on the running speed and individual. Step time, length and frequency were most reliable (coefficient of variation = 1.3-1.4%) but confounded by running speed. Step time, length and frequency derived from a thoracic-placed IMU can be used confidently. Contact time could be used if bias is corrected for each individual. To optimise test-retest reliability, a minimum running distance of 40 m is needed to ensure 10 constant-speed steps is gathered.

摘要

目的是评估胸置惯性测量单元(IMU)在实验室(第一阶段)和现场(第二阶段)条件下时空步态参数的同时效度和重测信度。在 14 名经过训练的个体中(第一阶段),将 100Hz IMU 与光学测量系统(OptoJump Next,1000Hz)比较了时空步态参数(目标速度为 3、5 和 7.5m·s)。此外,29 名英超足球运动员每周进行 3×60m 跑(5m·s;观察次数=1227;第二阶段)。混合效应模型评估了速度对系统间一致性(第一阶段)和重测信度(第二阶段)的影响。IMU 步时显示出很强的一致性(<0.3%),与个体或跑步速度无关。接触时间和飞行时间的平均偏差方向高达 40ms,取决于跑步速度和个体。步时、步长和步频最可靠(变异系数=1.3-1.4%),但受跑步速度影响。胸置 IMU 得出的步时、步长和步频可以放心使用。如果为每个个体校正偏差,则可以使用接触时间。为了优化重测信度,需要至少 40m 的跑步距离以确保采集 10 个恒定速度的步。

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