Title :
Path control of dexterous robotic hand using Genetic Algorithm
Author :
Albert, F.Y.C. ; Koh, S.P. ; Chen, C.P. ; Loo, C.K. ; Tiong, S.K.
Author_Institution :
Dept. of Electron. & Commun. Eng., Univ. Tenaga Nasional, Kajang
Abstract :
This paper would presents the path control of a dexterous robotic hand finger reaching in a given search space. The proposed system would adopt the advantages of genetic algorithm (GA) to optimize the system performance in terms of path control, speed and accuracy. The system would search for a valid path and optimal velocity. A new genetic operator, namely real coded dynamic multilayer chromosome crossover (RC_DMCC) has been introduced and incorporated in the system. The simulation results of the proposed technique are presented.
Keywords :
dexterous manipulators; genetic algorithms; position control; dexterous robotic hand; genetic algorithm; genetic operator; path control; real coded dynamic multilayer chromosome crossover; Artificial intelligence; Communication system control; Fingers; Genetic algorithms; Intelligent robots; Manipulators; Orbital robotics; Robot control; Robotics and automation; Space technology; dextrous robotic hand; genetic algorithms; manipulator; path control;
Conference_Titel :
Autonomous Robots and Agents, 2009. ICARA 2009. 4th International Conference on
Conference_Location :
Wellington
Print_ISBN :
978-1-4244-2712-3
Electronic_ISBN :
978-1-4244-2713-0
DOI :
10.1109/ICARA.2000.4804002