DocumentCode :
3323894
Title :
Mobile robot control using type-2 fuzzy logic system
Author :
Phokharatkul, Pisit ; Phaiboon, Supachai
Author_Institution :
Dept. of Comput. Eng., Mahidol Univ., Bangkok, Thailand
Volume :
1
fYear :
2004
fDate :
1-3 Dec. 2004
Firstpage :
296
Abstract :
This paper presents a type-2 fuzzy logic system that can be applied to a mobile robot which is a project associated with using infrared sensors as distance sensors, DC motor control system, knowledge of multiplex, RS-232 interface line, knowledge of microcontroller and knowledge of intelligent system. Infrared sensors are used to measure distance between a robot and obstacle. The type-2 fuzzy logic controller processes the data output to control the direction of the mobile robot movement. The behavior-based control for mobile robot was designed, which consists of two tasks, obstacle avoidance and corridor following. The results obtained demonstrate the efficiency of type-2 fuzzy logic control system and the ability to solve the problems. The experimental results show better performances than those using on-off and type-1 fuzzy logic controls.
Keywords :
DC motor drives; collision avoidance; control system synthesis; digital control; fuzzy control; intelligent robots; machine control; mobile robots; motion control; DC motor control system; RS-232 interface line; corridor following; distance sensors; infrared sensor; intelligent system; microcontroller knowledge; mobile robot control; multiplex knowledge; obstacle avoidance; type-2 fuzzy logic control system; Control systems; DC motors; Fuzzy logic; Infrared sensors; Intelligent sensors; Intelligent systems; Microcontrollers; Mobile robots; Robot control; Sensor systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics, Automation and Mechatronics, 2004 IEEE Conference on
Print_ISBN :
0-7803-8645-0
Type :
conf
DOI :
10.1109/RAMECH.2004.1438934
Filename :
1438934
Link To Document :
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