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儿童2分钟步行测试中用于步态分析的可穿戴传感器的验证

Validation of Body-Worn Sensors for Gait Analysis During a 2-min Walk Test in Children.

作者信息

Shieh Vincent, Zampieri Cris, Sansare Ashwini, Collins John, Bulea Thomas C, Jain Minal

机构信息

Rehabilitation Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD, USA.

Department of Physical Therapy, University of Delaware, Newark, DE, USA.

出版信息

J Meas Phys Behav. 2022 Jun;5(2):111-119. doi: 10.1123/jmpb.2021-0035. Epub 2022 May 13.

Abstract

INTRODUCTION

Instrumented gait mat systems have been regarded as one of the gold standard methods for measuring spatiotemporal gait parameters. However, their portable walkways confine walking to a restricted area and limit the number of gait cycles collected. Wearable inertial sensors are a potential alternative that allow more natural walking behavior and have fewer space restrictions. The objective of this pilot study was to establish the concurrent validity of body-worn sensors against the portable walkway system in older children.

METHODS

Twenty-one participants (10 males) 7-17 years old performed 2-min walk tests at a self-selected and fast pace in a 25-m-long hallway, while wearing three inertial sensors. Data collection were synchronized between devices and the portions of the walk when subjects passed on the walkway were used to compare gait speed, stride length, gait cycle duration, cadence, and double support time. Regression models and Bland-Altman analysis were completed to determine agreement between systems for the selected gait parameters.

RESULTS

Gait speed, cadence, gait cycle duration, and stride length as measured by inertial sensors demonstrated strong agreement overall. Double support time was found to have lower validity due to a combined bias of age, height, weight, and walking pace.

CONCLUSION

These results support the validity of wearable inertial sensors in measuring gait speed, cadence, gait cycle duration, and stride length in children 7 years old and above during a 2-min walking test. Future studies are warranted with a broader age range to thoroughly represent the pediatric population.

摘要

引言

仪器化步态垫系统被视为测量时空步态参数的金标准方法之一。然而,其便携式通道将行走限制在有限区域内,并限制了所采集的步态周期数量。可穿戴惯性传感器是一种潜在的替代方法,它允许更自然的行走行为且空间限制较少。这项初步研究的目的是确定在大龄儿童中,与便携式通道系统相比,可穿戴传感器的同时效度。

方法

21名参与者(10名男性),年龄在7至17岁之间,在一条25米长的走廊里以自选速度和快速步伐进行2分钟步行测试,同时佩戴三个惯性传感器。设备之间的数据采集是同步的,受试者在通道上行走的部分用于比较步态速度、步幅、步态周期时长、步频和双支撑时间。完成回归模型和布兰德 - 奥特曼分析以确定所选步态参数在两个系统之间的一致性。

结果

惯性传感器测量的步态速度、步频、步态周期时长和步幅总体上显示出很强的一致性。由于年龄、身高、体重和步行速度的综合偏差,发现双支撑时间的效度较低。

结论

这些结果支持了可穿戴惯性传感器在7岁及以上儿童2分钟步行测试中测量步态速度、步频、步态周期时长和步幅的效度。未来有必要开展更广泛年龄范围的研究,以全面代表儿科人群。

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