Title :
A new approach to parameter identification of robot manipulators
Author :
Yuan, Kui ; Wang, Congqing ; Yan, Lixin
Author_Institution :
Robotic Res. Inst., Univ. of Sci. & Technol., Beijing, China
Abstract :
This paper deals with the parameter identification problem of robot manipulators. A new approach which is based on the well known iterative Newton-Euler dynamics algorithm, is presented. One of the advantages of this method is that the parameters obtained using this method can be used directly in the inverse kinematics solution algorithm. Another advantage of the proposed method is that the parameter identification process of the robot links and joints can be done respectively and recursively so that the computing time for parameter estimation can be reduced greatly compared with a batch method
Keywords :
Newton method; parameter estimation; robot dynamics; robot kinematics; inverse kinematics; iterative Newton-Euler dynamics algorithm; manipulators; parameter estimation; parameter identification; robot; Coordinate measuring machines; Equations; Heuristic algorithms; Iterative algorithms; Iterative methods; Least squares methods; Manipulator dynamics; Parameter estimation; Robot control; Robot kinematics;
Conference_Titel :
Industrial Technology, 1994., Proceedings of the IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
0-7803-1978-8
DOI :
10.1109/ICIT.1994.467186