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小阻尼大有可为:一项关于阻尼如何影响跑步中任务水平稳定性的模拟研究。

A little damping goes a long way: a simulation study of how damping influences task-level stability in running.

机构信息

Intelligent Control Systems Group, Max Planck Institute for Intelligent Systems, 70569 Stuttgart, Germany.

Optimization, Robotics and Biomechanics, Institute of Computer Engineering, University of Heidelberg, 69120 Heidelberg, Germany.

出版信息

Biol Lett. 2020 Sep;16(9):20200467. doi: 10.1098/rsbl.2020.0467. Epub 2020 Sep 23.

Abstract

It is currently unclear if damping plays a functional role in legged locomotion, and simple models often do not include damping terms. We present a new model with a damping term that is isolated from other parameters: that is, the damping term can be adjusted without retuning other model parameters for nominal motion. We systematically compare how increased damping affects stability in the face of unexpected ground-height perturbations. Unlike most studies, we focus on task-level stability: instead of observing whether trajectories converge towards a nominal limit-cycle, we quantify the ability to avoid falls using a recently developed mathematical measure. This measure allows trajectories to be compared quantitatively instead of only being separated into a binary classification of 'stable' or 'unstable'. Our simulation study shows that increased damping contributes significantly to task-level stability; however, this benefit quickly plateaus after only a small amount of damping. These results suggest that the low intrinsic damping values observed experimentally may have stability benefits and are not simply minimized for energetic reasons. All Python code and data needed to generate our results are available open source.

摘要

目前尚不清楚阻尼是否在腿部运动中发挥功能作用,而简单的模型通常不包括阻尼项。我们提出了一个新模型,其中包含一个与其他参数隔离的阻尼项:也就是说,可以在不重新调整其他模型参数的情况下调整阻尼项,以实现标称运动。我们系统地比较了在面对意外地面高度扰动时增加阻尼如何影响稳定性。与大多数研究不同,我们专注于任务级别的稳定性:我们不是观察轨迹是否收敛到标称的极限环,而是使用最近开发的数学度量来量化避免跌倒的能力。该度量允许对轨迹进行定量比较,而不仅仅是将其分为“稳定”或“不稳定”的二进制分类。我们的模拟研究表明,增加阻尼会显著提高任务级别的稳定性;然而,在只有少量阻尼的情况下,这种好处很快就达到了稳定状态。这些结果表明,实验中观察到的低固有阻尼值可能具有稳定性优势,而不是仅仅出于能量原因而最小化。生成我们结果所需的所有 Python 代码和数据都可以公开获取。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9c7/7532711/15b2251a9679/rsbl20200467-g1.jpg

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