Title :
Computationally distributed, self-organizing control of manipulators in the operational space
Author :
Casalino, G. ; Turetta, A.
Author_Institution :
Dept. of Commun. Comput. & Syst. Sci., Genoa Univ., Genova, Italy
Abstract :
The present work deals with manipulator arms characterized by the presence of an embedded distributed control system. More specifically, every single joint is assumed to be equipped with a simple local processing unit for properly driving its motion. As a consequence, each joint and the associated link may be considered as a defective "1-dof only" separately controlled atomic manipulator, which is required to act in team with all the other joints in order to accomplish a global common task specified in the operational space. In this context, the paper proposes a computationally distributed kinematic inversion technique that, via the on-line application of a dynamic programming technique (based on a moderate data exchange among the processing units), allows the establishment of a global self-organizing behavior; thus allowing to optimally execute the task by solely exploiting the control capabilities of each local processing unit, while not requiring any centralized knowledge about the overall arm geometry and kinematics.
Keywords :
distributed control; dynamic programming; embedded systems; manipulator kinematics; self-adjusting systems; distributed control; dynamic programming; embedded system; kinematic inversion; manipulator arms; operational space; self-organizing control; Arm; Centralized control; Computational geometry; Distributed computing; Distributed control; Dynamic programming; Kinematics; Manipulator dynamics; Optimal control;
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.2005.1545480