DocumentCode :
3167845
Title :
Fuzzy based obstacle avoidance system for autonomous mobile robot
Author :
Rusu, C.G. ; Birou, I.T. ; Szöke, E.
Author_Institution :
Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
Volume :
1
fYear :
2010
fDate :
28-30 May 2010
Firstpage :
1
Lastpage :
6
Abstract :
The goal of this research was to develop a fuzzy obstacle avoidance system for an autonomous mobile robot using IR detection sensors. This paper presents implemented control architecture for behavior-based mobile robot. The mobile robot is able to interact with an unknown environment using a reactive strategy determined by sensory information. Current research in robotics aims to build autonomous and intelligent robots, which can plan its motion in a dynamic environment. Autonomous mobile robots are increasingly used in well structured environment such as warehouses, offices and industries. Fuzzy behavior able to make inferences is well suited for mobile robot navigation because of the uncertainty of the environment. A rule-based fuzzy controller with reactive behavior was implemented and tested on a two wheels mobile robot equipped with infrared sensors to perform collision-free navigation. The experimental results have shown that the proposed architecture provides an efficient and flexible solution for small wheeled mobile robots.
Keywords :
collision avoidance; fuzzy control; inference mechanisms; infrared detectors; intelligent robots; mobile robots; IR detection sensors; autonomous mobile robot; behavior-based mobile robot; dynamic environment; fuzzy based obstacle avoidance system; fuzzy behavior; intelligent robots; motion planning; reactive behavior; reactive strategy; robot navigation; rule-based fuzzy controller; Fuzzy systems; Infrared detectors; Infrared sensors; Intelligent robots; Intelligent sensors; Mobile robots; Navigation; Robot sensing systems; Sensor systems; Service robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Quality and Testing Robotics (AQTR), 2010 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4244-6724-2
Type :
conf
DOI :
10.1109/AQTR.2010.5520862
Filename :
5520862
Link To Document :
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