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变异性模式的李雅普诺夫指数与替代分析:唐氏综合征患儿与非患儿新步行者的概况

Lyapunov exponent and surrogation analysis of patterns of variability: profiles in new walkers with and without down syndrome.

作者信息

Smith Beth A, Stergiou Nick, Ulrich Beverly D

机构信息

Developmental Neuromotor Control Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA.

出版信息

Motor Control. 2010 Jan;14(1):126-42. doi: 10.1123/mcj.14.1.126.

Abstract

In previous studies we found that preadolescents with Down syndrome (DS) produce higher amounts of variability (Smith et al., 2007) and larger Lyapunov exponent (LyE) values (indicating more instability) during walking than their peers with typical development (TD) (Buzzi & Ulrich, 2004). Here we use nonlinear methods to examine the patterns that characterize gait variability as it emerges, in toddlers with TD and with DS, rather than after years of practice. We calculated Lyapunov exponent (LyE) values to assess stability of leg trajectories. We also tested the use of 3 algorithms for surrogation analysis to investigate mathematical periodicity of toddlers' strides. Results show that toddlers' LyE values were not different between groups or with practice and strides of both groups become more periodic with practice. The underlying control strategies are not different between groups at this point in developmental time, although control strategies do diverge between the groups by preadolescence.

摘要

在先前的研究中,我们发现唐氏综合征(DS)的青春期前儿童在行走过程中比发育正常(TD)的同龄人产生更高的变异性(Smith等人,2007年)和更大的李雅普诺夫指数(LyE)值(表明更不稳定)(Buzzi和Ulrich,2004年)。在这里,我们使用非线性方法来研究在TD和DS幼儿中,步态变异性出现时的特征模式,而不是在多年练习之后。我们计算了李雅普诺夫指数(LyE)值,以评估腿部轨迹的稳定性。我们还测试了3种替代分析算法的使用,以研究幼儿步幅的数学周期性。结果表明,两组幼儿的LyE值在组间或练习前后没有差异,并且两组的步幅随着练习变得更具周期性。在发育阶段的这个时间点,两组之间的潜在控制策略没有差异,尽管到青春期前两组的控制策略确实有所不同。

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