Title :
Motion Control of Omni-Directional Three-Wheel Robots by Brain-Emotional-Learning-Based Intelligent Controller
Author :
Sharbafi, Maziar A. ; Lucas, Caro ; Daneshvar, Roozbeh
Author_Institution :
Dept. of Electr. & Comput. Eng., Azad Univ. of Qazvin, Qazvin, Iran
Abstract :
An intelligent controller is applied to control the motion of an omni-directional robot in this paper. The controller is based on the brain-emotional-learning algorithm, which is inspired from a computational model of limbic system in the mammalian brain. The brain-emotional-learning-based intelligent controller (BELBIC) with quadratic reward, comparable to linear-quadratic-regulator (LQR) control, is used in an omni-directional robot. The contribution of BELBIC in improving the control system performance is shown via simulation and experimental implementation. The results show that this method can be used in more practical problems efficiently. Optimization of the control effort or other objectives like energy minimization, as additional concerns constitute other advantages of the proposed method.
Keywords :
intelligent control; learning systems; linear quadratic control; mobile robots; motion control; brain-emotional-learning-based intelligent controller; energy minimization; limbic system; linear quadratic regulator control; mammalian brain; motion control; omnidirectional three-wheel robots; Brain modeling; Computational intelligence; Computational modeling; Control systems; Intelligent robots; Learning systems; Motion control; Optimal control; Regulators; Uncertainty; Brain emotional-learning-based-intelligent controller (BELBIC); MIMO system; Omni-directional robots; emotional learning; linear-quadratic regulator (LQR);
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2010.2049104