正运动学和雅可比矩阵确定两种方法的比较研究

Abdel-Nasser Sharkawy, N. Aspragathos
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引用次数: 6

摘要

本文基于指数积公式和单位对偶四元数代数,比较研究了确定任意串联机械臂正运动学和雅可比矩阵的两种方法。这种比较是定性的,特别是定量的,考虑到计算成本和内存要求,这在机械手控制和实时算法中是非常关键的。首次比较了这两种算法确定雅可比矩阵的计算量。利用MATLAB将这两种算法应用于7自由度库卡轻型机器人,并进行了比较。
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A comparative study of two methods for forward kinematics and Jacobian matrix determination
In this paper, a comparative study of two methods are presented to determine the forward kinematics and Jacobian matrix for any serial manipulator, based on product of exponentials formula and unit dual quaternion algebra. This comparison is qualitative and particularly quantitative taken into account computational costs and memory requirements that are very critical in the manipulator control and real-time algorithms. For the first time the computational cost in determining the Jacobian matrix by using these two algorithms is compared. The two algorithms are applied to the 7-DOF Kuka Lightweight Robot using MATLAB and compared.
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