Title :
Path planning and dynamic simulation of weightlifting robot manipulator
Author :
Cheng, Pi-Ying ; Chen, Chun-Yen
Author_Institution :
Dept. of Mech. Eng., Nat. Chiao Tung Univ., Hsinchu
Abstract :
The current paper proposes a novel algorithm to construct an efficient path for each joint of the weightlifting robot based on the proposed "momentum method". The Dijkstra algorithm, a typical searching method in artificial intelligence, is adopted to obtain the shortest path. A novel idea is proposed to improve the efficiency of Dijkstra algorithm so that it took less time to search for solutions with high accuracy. In order to obtain a high efficiency computing processes in dynamics, we formulize the optimal path with the discrete grid points based on the B-spline theory, so that we can calculate the angular velocity, angular acceleration and moment more precisely. The path planning dynamic model of three joints weightlifting robot is presented. The results of simulations demonstrated the effective and practical work with the proposed method in this paper.
Keywords :
artificial intelligence; control engineering computing; manipulators; optimal control; path planning; splines (mathematics); B-spline theory; Dijkstra algorithm; artificial intelligence; momentum method; path planning; weightlifting robot manipulator; Acceleration; Artificial intelligence; Cost function; Equations; Manipulator dynamics; Optimal control; Path planning; Robots; Spline; Torque;
Conference_Titel :
Advanced Robotics and Its Social Impacts, 2007. ARSO 2007. IEEE Workshop on
Conference_Location :
Hsinchu
Print_ISBN :
978-1-4244-1952-4
Electronic_ISBN :
978-1-4244-1953-1
DOI :
10.1109/ARSO.2007.4531426