一个简单的人类行走模型

L. Campanelli
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引用次数: 0

摘要

的目标。我们研究了Alexander的倒立摆模型,这是人类行走的最简单的数学模型。虽然它成功地解释了人类行走的一些运动学特征,比如身体质心的速度,但它没有解释其他的,比如垂直反作用力和最大行走速度。本文旨在对Alexander的模型进行最小限度的扩展,使其成为临床生物力学中可行的、定量的人体行走模型。材料和方法。为了将Alexander模型的预测与行走实验数据进行比较,我们在其中纳入了文献中推导的步频和步幅之间的稳健现象学关系,并引入了一个与步幅角相关的肌肉力。然后解析求解摆的运动方程,得到相应的平均行走速度解析表达式。该模型预测的不同高度下的平均步行速度值与跑步机实验结果吻合良好。此外,它成功地预测了观察到的步幅长度等于个人身高时的步行-跑步过渡速度。最后,我们的扩展模型令人满意地再现了实验观察到的中位和末位阶段的地面反作用力。因此,(高度相关的)最大步行速度的预测值与在更复杂的人类步行模型中得到的值是合理一致的。通过我们最小的扩展,Alexander的模型成为一个有效和现实的人类行走模型,适用于人类门的临床研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A simple model of human walking
Aim. We investigate Alexander’s inverted pendulum model, the simplest mathematical model of human walking. Although it successfully explains some kinematic features of human walking, such as the velocity of the body's centre of mass, it does not account for others, like the vertical reaction force and the maximum walking speed. This paper aims to minimally extend Alexander’s model in such a way as to make it a viable and quantitative model of human walking for clinical biomechanics.Material and methods. In order to compare the predictions of Alexander’s model with experimental data on walking, we incorporate in it a robust phenomenological relation between stride frequency and stride length derived in the literature, and we introduce a step-angle dependent muscle force along the pendulum. We then analytically solve the pendulum's motion equation and find the corresponding analytical expression for the average walking speed.Results. The values of the average walking speed for different heights predicted by our model are in excellent agreement with the ones obtained in treadmill experiments. Moreover, it successfully predicts the observed walking-running transition speed, which occurs when the stride length equals the height of an individual. Finally, our extended model satisfactorily reproduces the experimentally observed ground reaction forces in the midstance and terminal stance phases. Consequently, the predicted value of the (height-dependent) maximum walking speed is in reasonable agreement with the one obtained in more sophisticated models of human walking.Conclusions. Augmented with our minimal extensions, Alexander’s model becomes an effective and realistic model of human walking applicable in clinical investigations of the human gate.
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