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SYSTEM IDENTIFICATION AND STABILITY ANALYSIS OF STEADY HUMAN WALKING AND THE SWING LEG DYNAMICS

机译:稳定人类散步和摆腿动力学的系统识别与稳定性分析

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In steady human walking and running, every step is similar to every other, but they are not all identical. That is, the motion is nearly but not exactly periodic. In this paper, we construct models of the dynamics near the periodic motion of human locomotion from the near-periodic steady data. We use a sequence of Poincare sections (transverse to the periodic orbit) in the neighborhood of the periodic orbit and linearized dynamics of the state from one Poincare section to the next, essentially resulting in a piecewise linear dynamical system around the periodic orbit. Using human locomotion data obtained from a high-accuracy motion capture system, a piecewise linear dynamical model is constructed to represent human running/walking. The piecewise linear model can predict human transient dynamics under various circumstances. We show responses to perturbations to the swing leg.
机译:在稳定的人类走路和运行中,每一步都与其他一步相似,但它们并非全部相同。也就是说,运动几乎但不完全是周期性的。在本文中,我们从近周期稳态数据构建人体运动的周期性运动附近的动态模型。我们在周期轨道轨道附近使用一系列Poincare段(横向于周期性轨道),并且从一个庞的REST部分到下一个庞的轨道的线性化动力学,基本上导致周期性轨道周围的分段线性动力系统。使用从高精度运动捕获系统获得的人类运动数据,构造了一种分段线性动力学模型来代表人类运行/行走。分段线性模型可以在各种情况下预测人类瞬态动态。我们向摇摆腿显示对扰动的反应。

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