Efficient Inverse Kinematics Optimization Solution Method of Smooth Configuration for Hyper-redundant Robot

被引:1
|
作者
Wang, Yongqing [1 ]
Yan, Qingzi [1 ]
Li, Te [1 ]
Tuo, Guiben [1 ]
Li, Xu [1 ]
Liu, Haibo [1 ]
机构
[1] Dalian Univ Technol, Key Lab Precis & Nontradit Machining, Minist Educ, Dalian 116024, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/ROBIO54168.2021.9739451
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the solution efficiency and smoothness of inverse kinematics for the hyper-redundant robot, an efficient inverse kinematics optimization solution method is proposed. Firstly, a hyper-redundant robot and its forward kinematics are introduced. Secondly, an efficient inverse kinematics optimization solution, pseudo inverse particle swarm optimization (PI-PSO), is proposed. Finally, experiments are carried out on a 20 degrees of freedom (20 DOF) hyper-redundant robot. The results show that compared with the solution of traditional PSO algorithms, the joint displacement is reduced by more than 80%, and the solution accuracy is improved by more than 60% Compared with pseudo inverse algorithm, the calculating time of this method is reduced by more than 90%
引用
收藏
页码:625 / 630
页数:6
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