Title :
Fuzzy Control Solution for a Class of Tricycle Mobile Robots
Author :
Precup, Radu-Emil ; Preitl, Stefan
Author_Institution :
Dept. of Autom. & Appl. Informatics, Politehnica Univ. of Timisoara
Abstract :
The paper proposes an original fuzzy control solution to solve the tracking problem in case of a class of tricycle mobile robots with two degrees of freedom and steered front wheel. The control system structure contains two control loops to control the forward velocity and the angle between the heading direction and the x-axis. The reference trajectory is obtained on the basis of an obstacle avoidance strategy employing the artificial potential field method. The development in the linear case is done in terms of the extended symmetrical optimum method and of the iterative feedback tuning method resulting in two linear PI controllers. A new development method is proposed based on the transfer of results from the linear case to the fuzzy one employing Mamdani PI-fuzzy controllers. Simulation results validate the proposed fuzzy control solution
Keywords :
PI control; collision avoidance; feedback; fuzzy control; iterative methods; mobile robots; velocity control; Mamdani PI-fuzzy controller; artificial potential field; control loops; extended symmetrical optimum method; forward velocity control; fuzzy control; iterative feedback tuning; linear PI controller; obstacle avoidance; reference trajectory; tracking problem; tricycle mobile robot; two degrees of freedom; Automatic control; Control systems; Fuzzy control; Informatics; Iterative methods; Mobile robots; Robotics and automation; Sliding mode control; Velocity control; Wheels;
Conference_Titel :
Mechatronics, 2006 IEEE International Conference on
Conference_Location :
Budapest
Print_ISBN :
0-7803-9712-6
Electronic_ISBN :
0-7803-9713-4
DOI :
10.1109/ICMECH.2006.252525