arXiv:2512.22484cs.ROmath.DG2025-12被引 3

研究不对称摩擦下的运动几何,揭示生物与机器如何通过形状变化实现高效移动。

Asymmetric Friction in Geometric Locomotion

  • 用Finsler几何替代传统Riemannian模型,描述非对称摩擦下的运动机制。
  • 提出子Finsler方法构建运动能力图谱,可预测系统在复杂环境中的位移能力。
  • 适用于仿生机器人、软体机器人的运动设计,尤其关注方向依赖性摩擦场景。

几何力学模型揭示了机器人与动物如何利用环境相互作用,将内部形变转化为世界中的位移,并通过“运动能力图”编码这种关系。传统方法基于各部分的线性阻尼(可能各向异性),以黎曼度量形式描述,通过子黎曼约束生成运动能力图,使给定形变速度对应的位移速度最小化耗散功率。该运动具有几何特性:最终位置仅取决于形状序列,而非变化速率。本文拓展至更一般的系统,其中阻尼不仅各向异性(前后与左右系数不同),还存在不对称性(前后摩擦系数不同)。形式上,这将局部度量从黎曼型升级为芬斯勒型。我们证明子黎曼方法可自然推广至子芬斯勒框架,并识别出类比于子黎曼系统约束曲率的系统性质,可用于表征系统的运动能力。

原文摘要 · Abstract (English)

Geometric mechanics models of locomotion have provided insight into how robots and animals use environmental interactions to convert internal shape changes into displacement through the world, encoding this relationship in a ``motility map''. A key class of such motility maps arises from (possibly anisotropic) linear drag acting on the system's individual body parts, formally described via Riemannian metrics on the motions of the system's individual body parts. The motility map can then be generated by invoking a sub-Riemannian constraint on the aggregate system motion under which the position velocity induced by a given shape velocity is that which minimizes the power dissipated via friction. The locomotion of such systems is ``geometric'' in the sense that the final position reached by the system depends only on the sequence of shapes that the system passes through, but not on the rate with which the shape changes are made. In this paper, we consider a far more general class of systems in which the drag may be not only anisotropic (with different coefficients for forward/backward and left/right motions), but also asymmetric (with different coefficients for forward and backward motions). Formally, including asymmetry in the friction replaces the Riemannian metrics on the body parts with Finsler metrics. We demonstrate that the sub-Riemannian approach to constructing the system motility map extends naturally to a sub-Finslerian approach and identify system properties analogous to the constraint curvature of sub-Riemannian systems that allow for the characterization of the system motion capabilities.

几何力学运动规划芬斯勒几何

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