Title :
Optimal fuzzy control of autonomous robot car
Author :
Farhi, Ovid ; Chervenkov, Yordan
Author_Institution :
Tech. Univ., Varna
Abstract :
The paper describes the design of the fuzzy control system for an autonomous robot car which operates in unknown, unpredictable, and dynamic environment. The fuzzy control system must provide the fusing of data from multiple sensors and must ensure navigation of the autonomous robot car. Both - an obstacle avoidance control strategy and a target tracking control strategy - are used for the control of the autonomous robot car. They are combined and thereby resulting in an optimal control policy of the fuzzy control system. A computer simulationpsilas experiments of mobile autonomous robot carpsilas control policy show the effectiveness and feasibility of the proposed fuzzy control methods.
Keywords :
collision avoidance; control system synthesis; fuzzy control; mobile robots; optimal control; sensor fusion; target tracking; vehicles; autonomous robot car; fuzzy control system; multiple sensors; obstacle avoidance control strategy; optimal control policy; optimal fuzzy control; target tracking control strategy; Computational modeling; Computer simulation; Fuzzy control; Mobile computing; Mobile robots; Navigation; Optimal control; Robot sensing systems; Sensor systems; Target tracking; Autonomous robot car; Fuzzy control; optimal control policy;
Conference_Titel :
Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
Conference_Location :
Varna
Print_ISBN :
978-1-4244-1739-1
Electronic_ISBN :
978-1-4244-1740-7
DOI :
10.1109/IS.2008.4670427