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A Two-Point Boundary-Value Approach for Planning Manipulation Tasks

机译:规划操作任务的两点边界值方法

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We consider the problem of planning manipulation tasks in which rigid body dynamics are significant and the rigid bodies undergo frictional contacts. We develop a dynamic model with frictional compliant contacts, and a time-stepping algorithm that lends itself to finding trajectories with constraints on the starting and goal conditions. Because we explicitly model the local compliance at the contact points, we can incorporate impacts without resetting the states and reinitializing the dynamic models. The problem of solving for the frictional forces with the Coulomb friction cone law reduces to a convex quadratic program. We show how this formulation can be used to solve boundary value problems that are relevant to process design, design optimization and trajectory planning with practical examples. To our knowledge, this paper is the first time boundary value problems involving changes in contact conditions have been solved in a systematic way.
机译:我们考虑了规划操纵任务的问题,在这些任务中,刚体动力学非常重要,刚体会发生摩擦接触。我们开发了一个具有摩擦顺应性接触的动态模型,以及一个时间步算法,该算法可用于查找受起始条件和目标条件约束的轨迹。因为我们在联系点上对本地合规性进行了显式建模,所以我们可以合并影响而无需重置状态和重新初始化动态模型。用库仑摩擦锥定律求解摩擦力的问题简化为凸二次程序。我们将通过实际示例展示如何使用此公式来解决与过程设计,设计优化和轨迹规划相关的边值问题。据我们所知,本文是第一次系统解决涉及接触条件变化的边值问题。

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