DocumentCode :
3597567
Title :
Mobile robot obstacle avoidance in various type of static environments using fuzzy logic approach
Author :
Ibrahim, M. Izzuddin ; Sariff, Nohaidda ; Johari, Juliana ; Buniyamin, Norlida
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA Malaysia, Shah Alam, Malaysia
fYear :
2014
Firstpage :
83
Lastpage :
88
Abstract :
Autonomous mobile robot is a mobile robot that can move without human supervision. The use of autonomous mobile robots has increased in various fields such as in the industrial, agricultural, and military sectors. This paper presents the development of a mobile robot that uses Fuzzy Logic approach to control a robot´s movement in an area cluttered with static obstacles. In the experiment presented herewith, the controller was programmed with 256 Fuzzy Logic rules and the input to the system is from an E-puck robot that is equipped with infrared sensors. Webot Pro and Matlab are the software used in the development and simulation of the robot. The mobile robot was designed to move and avoid static obstacles. The performance of the mobile robot was evaluated from the way it avoids the obstacles, and the time taken when it move from a starting point to an end point. The results showed that the robot could avoid the obstacle successfully in various types of static environments. This research also indicated that WEBOT and Mathlab are suitable tools that could be use to develop and simulate mobile robot navigation system.
Keywords :
collision avoidance; fuzzy control; mobile robots; motion control; navigation; E-puck robot; Matlab; Webot Pro; agricultural sector; autonomous mobile robot; controller programming; fuzzy logic approach; fuzzy logic rules; industrial sector; infrared sensors; military sector; mobile robot design; mobile robot navigation system simulation; mobile robot obstacle avoidance; performance evaluation; robot movement control; robot simulation; robotdevelopment; static environments; static obstacle avoidance; Fuzzy logic; Government; Mobile robots; Navigation; Robot sensing systems; Fuzzy Logic; Mobile Robot; Obstacle avoidance; autonomous;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical, Electronics and System Engineering (ICEESE), 2014 International Conference on
Type :
conf
DOI :
10.1109/ICEESE.2014.7154600
Filename :
7154600
Link To Document :
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