Title :
A fast algorithm and system for the inverse kinematics of general serial manipulators
Author :
Manocha, Dinesh ; Zhu, Yunshan
Author_Institution :
Dept. of Comput. Sci., North Carolina Univ., Chapel Hill, NC, USA
Abstract :
We present fast and robust algorithms for the inverse kinematics of serial manipulators consisting of six or fewer joints. When stated mathematically, the problem of inverse kinematics reduces to simultaneously solving a system of algebraic equations. In this paper, we use a series of algebraic and numeric transformations to reduce the problem to computing the eigenstructure of a matrix pencil. To efficiently compute the eigenstructure, we make use of the symbolic formulation of the matrix and use a number of techniques from linear algebra and matrix computations. The resulting algorithm computes all the solution of a serial manipulator with six or fewer joints in the order of tens of milliseconds on the current workstations. It has been implemented as part of a generic package, KINEM, for the inverse kinematics of serial manipulators
Keywords :
control system analysis computing; eigenvalues and eigenfunctions; kinematics; manipulators; matrix algebra; symbol manipulation; KINEM; algebraic equations; eigenstructure; inverse kinematics; linear algebra; matrix pencil; serial manipulators; symbolic formulation; Computer science; Equations; Geometry; Kinematics; Linear algebra; Manipulators; Matrices; Polynomials; Robustness; Workstations;
Conference_Titel :
Robotics and Automation, 1994. Proceedings., 1994 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-8186-5330-2
DOI :
10.1109/ROBOT.1994.351055