Nonconvex Time-Optimal Trajectory Planning for Robot Manipulators

被引:13
作者
Nagy, Akos [1 ]
Vajk, Istvan [1 ]
机构
[1] Budapest Univ Technol & Econ, Dept Automat & Appl Informat, H-1117 Budapest, Hungary
来源
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME | 2019年 / 141卷 / 11期
关键词
OPTIMIZATION;
D O I
10.1115/1.4044216
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Time-optimal motion-planning has been a topic of active research in the literature for a while. This paper presents a new approach for velocity profile generation, which is a sub-problem in motion-planning. In the case of simplified constraints, profile generation can be translated to a convex optimization problem. However, some practical constraints (e.g., velocity-dependent torque, viscous friction) destroy the convexity. The proposed method can obtain the global optimum of the nonconvex optimization problem. The experimental results with a three degrees-of-freedom (DOF) robot manipulator are also presented in this paper.
引用
收藏
页数:10
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