Application of nonlinear dynamics to human postural control system

被引:4
|
作者
Han, J. [1 ]
Moussavi, Z. [1 ]
Szturm, T. [1 ]
Goodman, V. [1 ]
机构
[1] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB R3T 2N2, Canada
关键词
Renyi dimension; nonlinear dynamics; balance control; center of foot pressure;
D O I
10.1109/IEMBS.2005.1616088
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Instability, fear of falling and fall injuries are common problems for the older population and individuals with chronic disabilities. Development of screening tools and outcome measures of balance performance and fall risk has become of great interest for health professionals and researchers in the field of rehabilitation. Although linear modeling is desirable due to its simplicity, however, most physiological systems are too complicated to lend themselves to linear analysis because the human body is multi-segmental, and there are feedforward and feedback control schemes of mutual relationship between the segments. In this study, we investigated the use of nonlinear dynamic tools to extract characteristic features of postural sway. Among various methods of nonlinear dynamics, the Renyi fractal dimension and the Renyi spectrum are presented as quantitative descriptors. The center of foot pressure (COP) was recorded during four quiet standing tasks of increasing difficulty (eliminating vision and use of a compliant surface). The COP trajectories' Renyi dimension and Renyi spectra of young healthy subjects with no history of neurological disorder were investigated in comparison to that of elderly patients with balance impairment and history of frequent falls. Sway path, the common linear parameter of postural sway, was also used to investigate its distinction from non-linear parameters. The results of this study suggest the COP trajectories' Renyi dimension and sway path can be used as classifiers for balance disorders, and they provided different indications of postural control system characteristics between the two groups and different task demands.
引用
收藏
页码:6885 / 6888
页数:4
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