Nonlinear chaotic component extraction for postural stability analysis

This paper proposes a nonlinear analysis of the human postural steadiness system. The analyzed signal is the displacement of the centre of pressure (COP) collected from a force plate used for measuring postural sway. Instead of analyzing the classical nonlinear parameters on the whole signal, the proposed method consists of analyzing the nonlinear dynamics of the intrinsic mode functions (IMF) of the COP signal. Based on the computation of the IMFs Lyapunov exponents, it is shown that pre-processing the COP signal with the Empirical Mode Decomposition allows an efficient extraction of its chaotic component.

[1]  Hassan Amoud,et al.  Evaluation de l'équilibre postural suite à la réalisation d'un pas selon trois méthodes d'estimation de l'exposant de Hurst , 2005 .

[2]  David J. Hewson,et al.  Reconstructed Phase Spaces of Intrinsic Mode Functions. Application to Postural Stability Analysis , 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

[3]  M. Rosenstein,et al.  A practical method for calculating largest Lyapunov exponents from small data sets , 1993 .

[4]  N. Huang,et al.  The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[5]  H. Kantz A robust method to estimate the maximal Lyapunov exponent of a time series , 1994 .

[6]  Sandro Fioretti,et al.  Nonlinear analysis of posturographic data , 2007, Medical & Biological Engineering & Computing.

[7]  P J Holliday,et al.  Clinical and laboratory measures of postural balance in an elderly population. , 1992, Archives of physical medicine and rehabilitation.

[8]  David J. Hewson,et al.  POSTURAL TIME-SERIES ANALYSIS OF ELDERLY AND CONTROL SUBJECTS USING ENTROPY , 2006 .

[9]  S. Brauer,et al.  A prospective study of laboratory and clinical measures of postural stability to predict community-dwelling fallers. , 2000, The journals of gerontology. Series A, Biological sciences and medical sciences.

[10]  U S Nayak,et al.  Balance in elderly patients: the "get-up and go" test. , 1986, Archives of physical medicine and rehabilitation.

[11]  M. Tinetti,et al.  Risk factors for falls among elderly persons living in the community. , 1988, The New England journal of medicine.