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基于惯性传感器的步态分析系统可靠性检测

Examination of the reliability of an inertial sensor-based gait analysis system.

作者信息

Orlowski Katja, Eckardt Falko, Herold Fabian, Aye Norman, Edelmann-Nusser Jürgen, Witte Kerstin

机构信息

.

出版信息

Biomed Tech (Berl). 2017 Nov 27;62(6):615-622. doi: 10.1515/bmt-2016-0067.

Abstract

Gait analysis is an important and useful part of the daily therapeutic routine. InvestiGAIT, an inertial sensor-based system, was developed for using in different research projects with a changing number and position of sensors and because commercial systems do not capture the motion of the upper body. The current study is designed to evaluate the reliability of InvestiGAIT consisting of four off-the-shelf inertial sensors and in-house capturing and analysis software. Besides the determination of standard gait parameters, the motion of the upper body (pelvis and spine) can be investigated. Kinematic data of 25 healthy individuals (age: 25.6±3.3 years) were collected using a test-retest design with 1 week between measurement sessions. We calculated different parameters for absolute [e.g. limits of agreement (LoA)] and relative reliability [intraclass correlation coefficients (ICC)]. Our results show excellent ICC values for most of the gait parameters. Midswing height (MH), height difference (HD) of initial contact (IC) and terminal contact (TC) and stride length (SL) are the gait parameters, which did not exhibit acceptable values representing absolute reliability. Moreover, the parameters derived from the motion of the upper body (pelvis and spine) show excellent ICC values or high correlations. Our results indicate that InvestiGAIT is suitable for reliable measurement of almost all the considered gait parameters.

摘要

步态分析是日常治疗程序中重要且有用的一部分。InvestiGAIT是一种基于惯性传感器的系统,开发该系统是为了用于不同的研究项目,这些项目中传感器的数量和位置会发生变化,而且商业系统无法捕捉上半身的运动。当前的研究旨在评估由四个现成的惯性传感器以及内部采集和分析软件组成的InvestiGAIT的可靠性。除了确定标准步态参数外,还可以对上半身(骨盆和脊柱)的运动进行研究。采用重测设计,在测量时段之间间隔1周,收集了25名健康个体(年龄:25.6±3.3岁)的运动学数据。我们计算了绝对可靠性[例如一致性界限(LoA)]和相对可靠性[组内相关系数(ICC)]的不同参数。我们的结果显示,大多数步态参数的ICC值都非常好。摆动中期高度(MH)、初始接触(IC)和终末接触(TC)的高度差(HD)以及步长(SL)是未表现出代表绝对可靠性的可接受值的步态参数。此外,从上半身(骨盆和脊柱)运动得出的参数显示出极好的ICC值或高度相关性。我们的结果表明,InvestiGAIT适用于可靠测量几乎所有考虑的步态参数。

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