Title :
Performance of first-order configuration prediction for redundant manipulators based on avoidance manipulability
Author :
Yang Hou ; Yanou, Akira ; Minami, Mamoru ; Kobayashi, Yoshiyuki ; Okazaki, Shun
Author_Institution :
Grad. Sch. of Natural Sci. & Technol., Okayama Univ., Okayama, Japan
Abstract :
This paper explores a performance of first-order configuration prediction for redundant manipulators based on avoidance manipulability in order to achieve an on-line control of trajectory tracking and obstacle avoidance for redundant manipulators. In the trajectory tracking process, manipulator is required to keep a configuration with maximal avoidance manipulability in real time. Predictive control in this paper uses manipulators´ future configurations to control current configuration aiming at completing tasks of trajectory tracking and obstacle avoidance on-line and simultaneously with higher avoidance manipulability. We compare Multi-Preview Control with predictive control using redundant manipulator, and show the results through simulations. Moreover, we validate the effectiveness of predictive control using first-order configuration prediction in the case of not only straight target trajectory but also curve target trajectory.
Keywords :
collision avoidance; predictive control; redundant manipulators; avoidance manipulability; first-order configuration prediction; multipreview control; obstacle avoidance; predictive control; redundant manipulator; trajectory tracking control;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505132