A hybrid fuzzy-sliding mode controller for a mobile robot

被引:23
|
作者
Boujelben, Maissa [1 ]
Rekik, Chokri [1 ]
Derbel, Nabil [1 ]
机构
[1] Sfax Univ, Natl Sch Engn Sfax, Dept Elect Engn, Sfax, Tunisia
关键词
autonomous navigation; mobile robot; obstacle avoidance; fuzzy logic; sliding mode; limit cycle;
D O I
10.1504/IJMIC.2016.075816
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the autonomous navigation problem. Its objective is the driving of a mobile robot to the goal position without colliding with obstacles. Therefore, a new hybrid approach based on the combination of fuzzy logic systems with sliding mode method is proposed. More specifically, fuzzy logic is a reactive decision making method and it is devoted to bring the robot towards the target, whereas sliding mode is used to ensure the obstacle avoidance behaviour. The robot should follow accurately a limit cycle trajectory using a sliding mode controller. This limit cycle trajectory allows the generation of a smooth trajectory in the vicinity of obstacles. Through simulation results, we can conclude that the robot is able to generate suitable trajectories in different environments, which demonstrates the efficiency and the reliability of the proposed approach.
引用
收藏
页码:155 / 164
页数:10
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