任意坐标系下接触动力学的推导:在Talos抛光中的应用

Sébastien Kleff, Justin Carpentier, N. Mansard, L. Righetti
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引用次数: 0

摘要

接触动力学依赖于同时满足机器人身体和接触层面的约束。在这两个层次上,可以选择不同的公式,在相同的假设下,它们都必须导致相同的结果,因此它们的细节并不重要。然而,当将其用于最优控制问题时,机器人要执行的任务通常会强加一个特定的公式。在本文中,我们详细地阐述了任务施加的任意框架中的接触量(力、运动)的公式。在这种情况下,我们将表明,我们通常对在局部框架(附加到机器人接触点)或世界框架中工作不感兴趣,而是在以接触位置为中心、在世界中具有固定方向的用户定义框架中工作。然后,推导结果可用于6D、3D或法向(纯滑动)接触。在最优控制求解器crocodyl中,我们在刚体动力学库Pinocchio的接触动力学基础上实现了相应的导数。通过在机器人Talos的模型预测控制中实现几个表面任务,我们证明了一个独特的配方能够处理几个操作方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Derivation of the Contact Dynamics in Arbitrary Frames: Application to Polishing with Talos
Contact dynamics relies on the simultaneous satisfaction of constraints at the robot body level and at the contact level. At both levels, various formulations can be chosen that all must lead to the same results, given the same hypothesis, hence the little importance of their details. Yet when using it in an optimal control problem, a particular formulation is often imposed by the task to be performed by the robot. In this paper, we detail the formulation of the contact quantities (force, movement) in an arbitrary frame imposed by the task. In that case, we will show that we are typically not interested in working in the local frame (attached to the robot contact point), nor in the world frame, but in a user-defined frame centered at the contact location with a fixed orientation in the world. The derivations can then be used for 6D, 3D or normal (pure-sliding) contact. We implemented the corresponding derivatives on top of the contact dynamics of the rigid-body dynamics library Pinocchio in the optimal control solver Crocoddyl. We show that a unique formulation is able to handle several operational orientations, by achieving several surfacing tasks in model predictive control with the robot Talos.
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