Title :
Mobile robot obstacle avoidance by using Fuzzy Logic technique
Author :
Mohammad, Siti Hajar Ashikin ; Jeffril, Muhammad Akmal ; Sariff, Nohaidda
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA Malaysia, Shah Alam, Malaysia
Abstract :
This paper present an obstacle avoidance approach for e-puck module by using Fuzzy Logic controller. The input from eight (8) IR sensors and the output of the motor speed will be used to construct the Fuzzy Logic rules. Test environment, e-puck robot and Fuzzy algorithm was model and programmed by as a Webots Pro Simulation software. The Fuzzy system for e-puck robot was validated in a few environments. The result shows the e-puck module can avoid that static obstacles successfully until it reach a goal point. The robot performance in term of distance and time was recorded when the robot works in simple, average and complex obstacle environments.
Keywords :
collision avoidance; digital simulation; fuzzy control; fuzzy systems; infrared detectors; mobile robots; robot programming; IR sensors; Webots Pro simulation software; complex obstacle environments; e-puck module; e-puck robot; fuzzy algorithm; fuzzy logic controller technique; fuzzy logic rules; fuzzy system; goal point; mobile robot obstacle avoidance; motor speed; robot performance; Collision avoidance; Fuzzy logic; Mobile robots; Robot sensing systems; Turning; Fuzzy Logic Controller; Obstacle Avoidance; Path Planning;
Conference_Titel :
System Engineering and Technology (ICSET), 2013 IEEE 3rd International Conference on
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4799-1028-1
DOI :
10.1109/ICSEngT.2013.6650194