The time-delayed inverted pendulum: Implications for human balance control

  • John Milton
    The Claremont Colleges 1 Joint Science Department, W. M. Keck Science Center, , Claremont, California 91711, USA
  • Juan Luis Cabrera
    Centro de Física I. V. I. C. 2 , Caracas 1020-A, Venezuela
  • Toru Ohira
    Sony Computer Science Laboratories 3 , 3-14-13 Higashigotanda, Shinagawa, Tokyo 141-0022, Japan
  • Shigeru Tajima
    Sony Computer Science Laboratories 3 , 3-14-13 Higashigotanda, Shinagawa, Tokyo 141-0022, Japan
  • Yukinori Tonosaki
    Tokyo Institute of Technology 4 Department of Computational Intelligence and Systems Science, , 4259 Nagatsuda, Yokohama 226-8502, Japan
  • Christian W. Eurich
    Universität Bremen 5 Institut für Theoretische Physik, , D-28359 Bremen, Germany
  • Sue Ann Campbell
    University of Waterloo 6 Department of Applied Mathematics, , Waterloo, Ontario N2L 3G1, Canada

説明

<jats:p>The inverted pendulum is frequently used as a starting point for discussions of how human balance is maintained during standing and locomotion. Here we examine three experimental paradigms of time-delayed balance control: (1) mechanical inverted time-delayed pendulum, (2) stick balancing at the fingertip, and (3) human postural sway during quiet standing. Measurements of the transfer function (mechanical stick balancing) and the two-point correlation function (Hurst exponent) for the movements of the fingertip (real stick balancing) and the fluctuations in the center of pressure (postural sway) demonstrate that the upright fixed point is unstable in all three paradigms. These observations imply that the balanced state represents a more complex and bounded time-dependent state than a fixed-point attractor. Although mathematical models indicate that a sufficient condition for instability is for the time delay to make a corrective movement, τn, be greater than a critical delay τc that is proportional to the length of the pendulum, this condition is satisfied only in the case of human stick balancing at the fingertip. Thus it is suggested that a common cause of instability in all three paradigms stems from the difficulty of controlling both the angle of the inverted pendulum and the position of the controller simultaneously using time-delayed feedback. Considerations of the problematic nature of control in the presence of delay and random perturbations (“noise”) suggest that neural control for the upright position likely resembles an adaptive-type controller in which the displacement angle is allowed to drift for small displacements with active corrections made only when θ exceeds a threshold. This mechanism draws attention to an overlooked type of passive control that arises from the interplay between retarded variables and noise.</jats:p>

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