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基于几何代数的带偏移手腕6R机器人操作臂逆运动学求解

Solution of Inverse Kinematics for 6R Robot Manipulators With Offset Wrist Based on Geometric Algebra.

作者信息

Fu Zhongtao, Yang Wenyu, Yang Zhen

机构信息

e-mail:

出版信息

J Mech Robot. 2013 Aug;5(3):310081-310087. doi: 10.1115/1.4024239. Epub 2013 Jun 24.

Abstract

In this paper, we present an efficient method based on geometric algebra for computing the solutions to the inverse kinematics problem (IKP) of the 6R robot manipulators with offset wrist. Due to the fact that there exist some difficulties to solve the inverse kinematics problem when the kinematics equations are complex, highly nonlinear, coupled and multiple solutions in terms of these robot manipulators stated mathematically, we apply the theory of Geometric Algebra to the kinematic modeling of 6R robot manipulators simply and generate closed-form kinematics equations, reformulate the problem as a generalized eigenvalue problem with symbolic elimination technique, and then yield 16 solutions. Finally, a spray painting robot, which conforms to the type of robot manipulators, is used as an example of implementation for the effectiveness and real-time of this method. The experimental results show that this method has a large advantage over the classical methods on geometric intuition, computation and real-time, and can be directly extended to all serial robot manipulators and completely automatized, which provides a new tool on the analysis and application of general robot manipulators.

摘要

在本文中,我们提出了一种基于几何代数的有效方法,用于计算带有偏移手腕的6R机器人机械手的逆运动学问题(IKP)的解。由于从数学角度来说,当运动学方程复杂、高度非线性、耦合且存在多个解时,求解这些机器人机械手的逆运动学问题存在一些困难,我们将几何代数理论简单地应用于6R机器人机械手的运动学建模,生成封闭形式的运动学方程,利用符号消元技术将问题重新表述为广义特征值问题,进而得到16个解。最后,以一个符合该类型机器人机械手的喷漆机器人为例,对该方法的有效性和实时性进行实现。实验结果表明,该方法在几何直观性、计算和实时性方面比传统方法具有很大优势,并且可以直接扩展到所有串联机器人机械手并完全自动化,这为一般机器人机械手的分析和应用提供了一种新工具。

相似文献

本文引用的文献

1
A comparative study of three methods for robot kinematics.三种机器人运动学方法的比较研究
IEEE Trans Syst Man Cybern B Cybern. 1998;28(2):135-45. doi: 10.1109/3477.662755.

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