DESIGN AND IMPLEMENTION OF A SIMPLE FUZZY ALGORITHM FOR OBSTACLE AVOIDANCE NAVIGATION OF A MOBILE ROBOT IN DYNAMIC ENVIRONMENT

被引:0
|
作者
Hassanzadeh, Iraj [1 ]
Ghadiri, Hamid [1 ]
Dalayimilan, Reza [1 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Adv Robot Res Lab, Tabriz, Iran
关键词
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a simple ftizzy controller for obstacle avoidance of mobile robot navigation. The most important aspect of this method is its simplicity and efficiency. The other important features of the proposed method are; smooth navigation due to the selected type of membership functions, and capability for pursuing dynamic target. The proposed method along with simple proposed fuzzy approach is compared to the potential field method for robot navigation. The proposed fuzzy acts better than potential field method. Simulation and implementation of the mentioned approaches are done for the Khepera H mobile robot. Results show the effectiveness and high performance of this new algorithm. In addition, by using this proposed fuzzy method the robot reaches its target in a shorter time compared to the potential field method.
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页码:409 / 414
页数:6
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