Collision avoidance control for redundant manipulators in construction operations: a null-space-based task-priority adjustment approach
Yi Wu, Xiaohui Jia, Tiejun Li, Chao Xu, Jinyue Liu
- 发表年份
- 2023
- 引用次数
- 2
摘要
Purpose This paper aims to use redundant manipulators to solve the challenge of collision avoidance in construction operations such as welding and painting. Design/methodology/approach In this paper, a null-space-based task-priority adjustment approach is developed to avoid collisions. The method establishes the relative position of the obstacle and the robot arm by defining the “link space,” and then the priority of the collision avoidance task and the end-effector task is adjusted according to the relative position by introducing the null space task conversion factors. Findings Numerical simulations demonstrate that the proposed method can realize collision-free maneuvers for redundant manipulators and guarantee the tracking precision of the end-effector task. The experimental results show that the method can avoid dynamic obstacles in redundant manipulator welding tasks. Originality/value A new formula for task priority adjustment for collision avoidance of redundant manipulators is proposed, and the original task tracking accuracy is guaranteed under the premise of safety.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002