使用投影动力学来规划动态接触操作

S. Srinivasa, M. Erdmann, M. T. Mason
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引用次数: 23

摘要

本文讨论了动态接触操作的规划与控制问题。在之前的一篇论文(Srinivasa et al., 2005)中,我们推导了机器人关节加速度的约束条件,该约束条件需要满足才能获得期望的接触模式和期望的物体动态运动。提出了一种轨迹规划技术,即在系统构型空间中规划路径,然后对路径进行时间尺度化以满足动态约束。本文解决了一个只有一小部分路径可以满足时间尺度约束的问题。我们注意到动态约束只依赖于系统状态空间的一个子空间。将动力学和约束投射到子空间上,使我们能够计算轨迹生成问题的解析解。我们通过允许用户在与投影正交的空间中控制系统来生成可控的模拟。我们还演示了用动态规划构造反馈控制器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using projected dynamics to plan dynamic contact manipulation
This paper addresses the planning and control of dynamic contact manipulation. In an earlier paper (Srinivasa et al., 2005), we derived a constraint on the robot joint accelerations that needed to be satisfied to obtain a desired contact mode and a desired dynamic motion of the object. We proposed a technique for trajectory planning which involved planning a path in the system configuration space followed by time-scaling the path to satisfy dynamic constraints. This paper tackles a problem where only a small set of paths can be time-scaled to satisfy the constraints. We note that the dynamic constraints depend only on a subspace of the system state space. Projecting the dynamics and the constraints onto the subspace allows us to compute an analytical solution for the trajectory generation problem. We generate controllable simulations by allowing the user to control the system in the space orthogonal to the projection. We also demonstrate the construction of feedback controllers using dynamic programming.
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