Gait Variability while walking with three different speeds

Huiying Yu, J. Riskowski, R. Brower, T. Sarkodie-Gyan
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引用次数: 20

Abstract

Gait Variability is defined as changes in gait parameters from one stride to the next. Gait variability increases in individuals affected by neurodegenerative conditions such as Parkinson's disease and Huntington disease, and also with falls in the elderly and incident mobility disability. In this work, we study speed-related and age-related gait variabilities in healthy adults. Ten participants, five females (three young and two middle-aged) and five males (three young and two middle-aged) were recruited to walk on an instrumented treadmill for three minutes in this study. The gait variables (stride length, stride width, stride time and stride velocity) were extracted and processed from camera motion system. Results: slow speed walking increased gait variability with all gait variables; only stride width variability was increased significantly in middle aged subjects compared with the young subjects (p≪0.05), there were no changes in other variables. Based on gait variability differences in age, height and body mass, we propose to design a knowledge-base membership function of gait variability for all the related gait variables with different heights and weights (BMI) as cofactors in each age group. An automatic diagnostic tool, Fuzzy Inferential Reasoning system, will help the clinician to identify pathological impairment from normal.
以三种不同速度行走时的步态变异性
步态变异性被定义为步态参数从一个跨步到下一个跨步的变化。受神经退行性疾病(如帕金森病和亨廷顿病)影响的个体,以及老年人跌倒和意外行动障碍的个体,步态变异性会增加。在这项工作中,我们研究了健康成人的速度相关和年龄相关的步态变异。在这项研究中,10名参与者,5名女性(3名年轻人和2名中年人)和5名男性(3名年轻人和2名中年人)在带器械的跑步机上行走3分钟。从摄像机运动系统中提取步态变量(步幅、步幅、步幅时间和步幅速度)并进行处理。结果:慢速步行增加了所有步态变量的步态变异性;与年轻受试者相比,只有中年受试者的步幅变异性显著增加(p≪0.05),其他变量没有变化。基于年龄、身高和体重的步态变异性差异,提出以不同身高和体重(BMI)作为各年龄组的辅助因子,设计步态变异性的所有相关步态变量的知识库隶属度函数。一个自动诊断工具,模糊推理系统,将帮助临床医生从正常中识别病理性损害。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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