A Stochastic Model of Human Gait Dynamics

Details A Stochastic Model of Human Gait Dynamics A Stochastic Model of Human Gait Dynamics

2001-03-05

arxiv.org/abs/cond-mat/0103119v1

Physics

Condensed Matter

Statistical Mechanics

4 revtex pages, 6 figures

Scientific paper

10.1016/S0378-4371(02)01453-X

We present a stochastic model of gait rhythm dynamics, based on transitions between different ``neural centers'', that reproduces distinctive statistical properties of normal human walking. By tuning one model parameter, the hopping range, the model can describe alterations in gait dynamics from childhood to adulthood --- including a decrease in the correlation and volatility exponents with maturation. The model also generates time series with multifractal spectra whose broadness depends only on this parameter.

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