Title :
Trajectory tracking of redundant manipulators based on avoidance manipulability shape index
Author :
Tanaka, Hiroshi ; Minami, Mamoru ; Mae, Yasushi
Author_Institution :
Dept. of Human & Artificial Intelligence Syst., Fukui Univ., Japan
Abstract :
This paper proposes trajectory tracking and obstacle avoidance control using avoidance manipulability of redundant manipulators. We propose two evaluation indexes of whole shape of the redundant manipulators. First one is sum of singular value of avoidance matrix. Second one is sum of the volume of avoidance manipulability ellipsoid. We evaluate whole manipulator´s shape by two indexes and compare the ability. We found the second one is better than the first. We call the second index avoidance manipulability shape index (AMSI). Finally, by using AMSI, we construct trajectory tracking/obstacle avoidance control system. And we confirm the performance of trajectory tracking by simulations.
Keywords :
adaptive signal processing; collision avoidance; redundant manipulators; adaptive processing system; avoidance manipulability ellipsoid; avoidance manipulability shape index; manipulator shape; obstacle avoidance control; redundant manipulators; trajectory tracking; Artificial intelligence; Automatic control; Control systems; Ellipsoids; Humans; Manipulators; Position measurement; Robotics and automation; Shape control; Trajectory; Avoidance Manipulability; Avoidance Manipulability Shape Index (AMSI); Redundant Manipulator;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1545253