DocumentCode
436245
Title
Immunology-based control framework for multi-jointed redundant manipulators
Author
Lau, H.Y.K. ; Ng, A.K.S.
Author_Institution
Dept. of Ind. & Manufacturing Syst., Hong Kong Univ., China
Volume
1
fYear
2004
fDate
1-3 Dec. 2004
Firstpage
318
Abstract
Artificial immune system (AIS) has recently been actively researched with a number of emerging engineering applications that has capitalized from its characteristics including self-organization, distributive control, knowledge mapping and fault tolerance. This paper reports the development of an AIS paradigm for the distributive control of a multi-jointed, redundant manipulator. Traditionally, manipulator control is achieved by analytical solutions. By adopting a multi-agent-based control paradigm, a multi-jointed manipulator can be thought of as a group of separately controlled agents. In this paper, we investigate the viability of a multi-agent immunology-based control framework for the trajectory control of a multi-jointed redundant manipulator.
Keywords
distributed control; intelligent robots; multi-agent systems; multi-robot systems; position control; redundant manipulators; artificial immune system; distributive control; fault tolerance; immunology-based control framework; knowledge mapping; multi-agent-based control paradigm; multi-jointed redundant manipulators; trajectory control; Control systems; Electrical equipment industry; Industrial control; Jacobian matrices; Kinematics; Knowledge engineering; Manipulators; Manufacturing industries; Manufacturing systems; Robot control;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics, Automation and Mechatronics, 2004 IEEE Conference on
Print_ISBN
0-7803-8645-0
Type
conf
DOI
10.1109/RAMECH.2004.1438938
Filename
1438938
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