Title :
Dynamic programming based, computationally distributed control of modular manipulators in the operational space
Author :
Casalino, G. ; Turetta, A.
Author_Institution :
Dept. of Commun. Comput. & Syst. Sci., Genoa Univ., 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; manipulator kinematics; self-adjusting systems; distributed kinematic inversion technique; dynamic programming; embedded distributed control system; local processing unit; modular manipulators; operational space; self-organizing behavior; Arm; Centralized control; Communication system control; Control systems; Distributed computing; Distributed control; Dynamic programming; Kinematics; Manipulator dynamics; Optimal control;
Conference_Titel :
Mechatronics and Automation, 2005 IEEE International Conference
Conference_Location :
Niagara Falls, Ont., Canada
Print_ISBN :
0-7803-9044-X
DOI :
10.1109/ICMA.2005.1626771