Title :
An approach for robot inverse velocity solution using genetic algorithm
Author :
Zhang, Yong-gui ; Huang, Yu-Mei ; Lin, Yi-Zhong ; Cheng, Xiang ; Gao, Feng
Author_Institution :
Inst. of Machine & Autom., Xi´´an Univ. of Technol., China
Abstract :
Aimed at the difficulty of calculating inverse Jacobian matrix to solve inverse velocity problem of the serial robot which has less than 6 degree-of-freedom (DOF), an approach for solving the robot inverse velocity problem has been proposed, in which the genetic algorithm and robot link´s velocity recursive formula are employed to avoid inverse Jacobian matrix calculation. It is proved to be viable by practical computation of a 5-DOF robot and has pragmatic value with the characteristic of simple programming owing to the velocity recursive formula adopted.
Keywords :
genetic algorithms; recursive estimation; robot kinematics; velocity; 5 DOF robot; 6 degree of freedom; genetic algorithm; inverse Jacobian matrix; robot inverse velocity solution; serial robot link; velocity recursive formula; Differential equations; Genetic algorithms; Jacobian matrices; Orbital robotics; Parallel robots; Robot kinematics; Robot programming; Robotics and automation; Vectors; Velocity control;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1378536