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Validity of Inertial Sensors for Assessing Balance Kinematics and Mobility during Treadmill-Based Perturbation and Dance Training

机译:基于跑步机的扰动和舞蹈训练中的惯性传感器的有效性。

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摘要

Inertial sensors (IS) enable the kinematic analysis of human motion with fewer logistical limitations than the silver standard optoelectronic motion capture (MOCAP) system. However, there are no data on the validity of IS for perturbation training and during the performance of dance. The aim of this present study was to determine the concurrent validity of IS in the analysis of kinematic data during slip and trip-like perturbations and during the performance of dance. Seven IS and the MOCAP system were simultaneously used to capture the reactive response and dance movements of fifteen healthy young participants (Age: 18–35 years). Bland Altman (BA) plots, root mean square errors (RMSE), Pearson’s correlation coefficients (R), and intraclass correlation coefficients (ICC) were used to compare kinematic variables of interest between the two systems for absolute equivalency and accuracy. Limits of agreements (LOA) of the BA plots ranged from −0.23 to 0.56 and −0.21 to 0.43 for slip and trip stability variables, respectively. The RMSE for slip and trip stabilities were from 0.11 to 0.20 and 0.11 to 0.16, respectively. For the joint mobility in dance, LOA varied from −6.98–18.54, while RMSE ranged from 1.90 to 13.06. Comparison of IS and optoelectronic MOCAP system for reactive balance and body segmental kinematics revealed that R varied from 0.59 to 0.81 and from 0.47 to 0.85 while ICC was from 0.50 to 0.72 and 0.45 to 0.84 respectively for slip–trip perturbations and dance. Results of moderate to high concurrent validity of IS and MOCAP systems. These results were consistent with results from similar studies. This suggests that IS are valid tools to quantitatively analyze reactive balance and mobility kinematics during slip–trip perturbation and the performance of dance at any location outside, including the laboratory, clinical and home settings.
机译:惯性传感器(IS)使人类运动的运动学分析能够与银标准光电动力捕获(Mocap)系统更少的后勤限制。但是,没有关于扰动培训的有效性和舞蹈的性能。本研究的目的是确定在滑动和旅行扰动期间和舞蹈表现期间分析了运动数据的并发有效性。七是和Mocap系统同时用于捕获十五个健康年轻参与者的反应响应和舞蹈运动(年龄:18-35岁)。 Bland Altman(BA)绘图,根均线误差(RMSE),Pearson的相关系数(R)和跨站相关系数(ICC)用于比较两个系统之间的运动变量,以实现绝对等效和准确性。对于滑动和行程稳定性变量,BA图的限制范围为-0.23至0.56和-0.21至0.43。滑动和跳闸稳定性的RMSE分别为0.11至0.20和0.11至0.16。对于舞蹈中的联合流动性,LOA从-6.98-18.54中变化,而RMSE从1.90到13.06。用于反应平衡和体段运动学的is和光电Mocap系统的比较显示,R分别为0.59至0.81和0.47至0.85,而ICC分别为0.50至0.72和0.45至0.84,用于滑动扰动和舞蹈。 AS和Mocap系统中度至高并发有效性的结果。这些结果与类似研究的结果一致。这表明是在滑动扰动期间定量分析反应平衡和移动性运动的有效工具,包括实验室,临床和家庭环境。

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