Fuzzy model reference control of wheeled mobile robots

2002 ◽  
Author(s):  
H.K. Lam ◽  
T.H. Lee ◽  
F.H.F. Leung ◽  
P.K.S. Tam
Keyword(s):  
Mobile Robots ◽  
Fuzzy Model ◽  
Wheeled Mobile Robots ◽  
Model Reference ◽  
Model Reference Control

scholarly journals Anti‐sideslip path tracking of wheeled mobile robots based on fuzzy model predictive control

2020 ◽  
Vol 56 (10) ◽  
pp. 490-493
Author(s):  
Guoxing Bai ◽  
Yu Meng ◽  
Li Liu ◽  
Weidong Luo ◽  
Qing Gu ◽  
...  
Keyword(s):  
Model Predictive Control ◽  
Mobile Robots ◽  
Predictive Control ◽  
Fuzzy Model ◽  
Path Tracking ◽  
Wheeled Mobile Robots

Optimal Model Reference Control Scheme Design for Nonlinear Strict-Feedback Systems

2020 ◽  
Vol 38 (9A) ◽  
pp. 1342-1351
Author(s):  
Musadaq A. Hadi ◽  
Hazem I. Ali
Keyword(s):  
Reference Model ◽  
Feedback System ◽  
Optimization Method ◽  
Feedback Systems ◽  
Model Reference ◽  
Scheme Design ◽  
Model Reference Control ◽  
Control Scheme ◽  
Lyapunov Stability Analysis ◽  
Strict Feedback

In this paper, a new design of the model reference control scheme is proposed in a class of nonlinear strict-feedback system. First, the system is analyzed using Lyapunov stability analysis. Next, a model reference is used to improve system performance. Then, the Integral Square Error (ISE) is considered as a cost function to drive the error between the reference model and the system to zero. After that, a powerful metaheuristic optimization method is used to optimize the parameters of the proposed controller. Finally, the results show that the proposed controller can effectively compensate for the strictly-feedback nonlinear system with more desirable performance.

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