Title :
A discontinuous control of a nonholonomic wheeled mobile robot
Author :
Duong, Sam Chau ; Kinjo, Hiroshi ; Uezato, Eiho ; Yamamoto, Tetsuhiko
Abstract :
As is well known, the class of nonholonomic systems cannot be asymptotically stabilized using continuous static state feedback controls. In this paper a discontinuous control system is proposed for a wheeled mobile robot which is known as a nonholonomic system. The parameters of the controller, which are defined in the form of a step function, are optimized by genetic algorithm (GA). In order to make the problem more feasible, constraints are applied to the system velocities and position. Simulation results with different initial system configurations show that the controller could generate piecewise continuous inputs to control the system effectively within the given constraints.
Keywords :
asymptotic stability; continuous systems; genetic algorithms; mobile robots; sampled data systems; state feedback; GA; asymptotic stability; continuous static state feedback control; discontinuous control; genetic algorithm; nonholonomic wheeled mobile robot; step function; Computational intelligence; Control system synthesis; Control systems; Genetic algorithms; Mobile robots; Nonlinear control systems; Robot control; State feedback; Vehicle dynamics; Wheels; Nonholonomic system; control with constraints; discontinuous control; genetic algorithm; wheeled mobile robot;
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3