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基于人体姿势控制简单模型的自发摆动测量新解释。

A new interpretation of spontaneous sway measures based on a simple model of human postural control.

作者信息

Maurer Christoph, Peterka Robert J

机构信息

Neurologische Universitätsklinik, Neurozentrum, Breisacher Str. 64, 79106 Freiburg, Germany.

出版信息

J Neurophysiol. 2005 Jan;93(1):189-200. doi: 10.1152/jn.00221.2004. Epub 2004 Aug 25.

Abstract

This study shows that center-of-pressure (COP) traces that closely resemble physiologically measured COP functions can be produced by an appropriate selection of model parameters in a simple feedback model of the human postural control system. Variations in the values of stiffness, damping, time delay, and noise level determine the values of 15 sway measures commonly used to characterize spontaneous sway. Results from model simulations indicate that there is a high degree of correlation among these sway measures, and the measures cluster into three different groups. Only two principal components accounted for about 92% of the variation among the different sway measures analyzed. This model can be used to formulate hypotheses regarding the cause of postural control deficits reported in the literature. This is accomplished using a multidimensional optimization procedure to estimate model parameters from a diverse set of spontaneous sway measures. These model parameters describe physiologically meaningful features of the postural control system as opposed to conventional sway measures that provide only a parametric description of sway. To show the application of this method, we applied it to published data of spontaneous sway from elderly subjects and contrasted it to the data of young healthy subjects. We found that modest increases in stiffness and damping and a fairly large increase in noise level with aging could account for the variety of sway measures reported in the literature for elderly subjects.

摘要

本研究表明,在人体姿势控制系统的简单反馈模型中,通过适当选择模型参数,可以产生与生理测量的压力中心(COP)功能非常相似的COP轨迹。刚度、阻尼、时间延迟和噪声水平值的变化决定了常用于表征自发摆动的15种摆动测量值。模型模拟结果表明,这些摆动测量值之间存在高度相关性,且这些测量值聚为三个不同的组。仅两个主成分就占了所分析的不同摆动测量值之间约92%的变异。该模型可用于就文献中报道的姿势控制缺陷的原因提出假设。这是通过使用多维优化程序从各种自发摆动测量值中估计模型参数来实现的。这些模型参数描述了姿势控制系统的生理意义特征,这与仅提供摆动参数描述的传统摆动测量值不同。为了展示该方法的应用,我们将其应用于老年受试者自发摆动的已发表数据,并将其与年轻健康受试者的数据进行对比。我们发现,随着年龄增长,刚度和阻尼适度增加以及噪声水平大幅增加,可以解释文献中报道的老年受试者的各种摆动测量值。

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