Diffusion entropy analysis on the stride interval fluctuation of human gait

被引:13
|
作者
Cai, Shi-Min
Zhou, Pei-Ling
Yang, Hui-Jie
Zhou, Tao [1 ]
Wang, Bing-Hong
Zhao, Fang-Cui
机构
[1] Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Anhui, Peoples R China
[2] Univ Sci & Technol China, Dept Elect Sci & Technol, Hefei 230026, Anhui, Peoples R China
[3] Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100022, Peoples R China
基金
中国国家自然科学基金;
关键词
diffusion entropy analysis; self-similarity; long-range correlation; stride interval fluctuation of human gait;
D O I
10.1016/j.physa.2006.10.027
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, the diffusion entropy technique is applied to investigate the scaling behavior of stride interval fluctuations of human gait. The scaling behaviors of the stride interval of human walking at norm, slow, and fast rate are similar; with the scale-invariance exponents in the interval [0.663,0.955], of which the mean value is 0.821 +/- 0.011. Dynamical analysis of these stride interval fluctuations reveals a self-similar pattern: fluctuation at one time scale are statistically similar to those at multiple other time scales, at least over hundreds of steps, while the healthy subjects walk at their norm rate. The long-range correlations are observed during the spontaneous walking by removal of the trend in the time series with Fourier filter. These findings uncover that the fractal dynamics of stride interval fluctuation of human gait are normally intrinsic to the locomotor systems. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:687 / 692
页数:6
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