Miltivariate Ornstein-Uhlenbeck processes with mean-field dependent coefficients: Application to postural sway

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Abstract

We study the transient and stationary behavior of many-particle systems in terms of multivariate OrnsteinUhlenbeck processes with friction and diffusion coefficients that depend nonlinearly on process mean fields. Mean-field approximations of this kind of system are derived in terms of Fokker-Planck equations. In such systems, multiple stationary solutions as well as bifurcations of stationary solutions may occur. In addition, strictly monotonically decreasing steady-state autocorrelation functions that decay faster than exponential functions are found, which are used to describe the erratic motion of the center of pressure during quiet standing. ©2000 The American Physical Society.

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Frank, T. D., Daffertshofer, A., & Beek, P. J. (2001). Miltivariate Ornstein-Uhlenbeck processes with mean-field dependent coefficients: Application to postural sway. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 63(1 I), 0119051–01190516. https://doi.org/10.1103/PhysRevE.63.011905

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