非凸约束下机器人的最小时间路径跟踪

Á. Nagy, I. Vajk
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引用次数: 1

摘要

研究了机器人运动规划中的时间最优路径跟踪问题。目标是生成考虑运动学和动力学约束的机械臂速度轮廓。在某些情况下,轮廓生成可以通过变量的非线性变化转化为凸优化问题。然而,有些约束由于其非凸性而不能被考虑。本文提出了一种求解这些非凸约束下的时间最优问题的方法。该方法基于分支定界算法,与现有的局部方法相比,提供了全局解。最后给出了三自由度机械臂的实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Minimum-time path tracking for robots with non-convex constraints
The paper examines the time-optimal path tracking problem which belongs to robot motion planning. The goal is to generate a velocity profile for robotic manipulators taking into account kinematic and dynamic constraints. In some cases, profile generation can be translated to a convex optimisation problem through a non-linear change of variables. However, some constraints cannot be taken into account due they non-convex properties. The paper presents a method to solve the time-optimal problem with these non-convex constraints. The method is based on the branch and bound algorithm, and it provides a global solution in contrast to the existing local approaches. Experimental results with a 3-DoF robotic arm are also presented.
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