DocumentCode :
3130207
Title :
To achieve the path planning of mobile robot for a correct destination and direction using fuzzy theory
Author :
Huang, Guo-Shing ; Tung, Chiou-Kou ; Ciou, Jie-Cong
Author_Institution :
Inst. of Electron. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
fYear :
2009
fDate :
5-8 July 2009
Firstpage :
1737
Lastpage :
1742
Abstract :
The self-adaptive robot´s navigation and path planning is one of the most important research issues for the intelligent robots in industry. The correct direction and destination for the intelligent mobile robot is regarded that the robot can arrive in the desired destination with an accurate direction. This paper proposes the mobile robot route planning algorithm using two fuzzy logic controllers. The first controller is designed as the path planning for mobile robot. The second one is used for avoiding any obstacles to achieve the optimal route by switching over the controller output status. Therefore, the mobile robot can move toward the desired target with accurate direction successfully. In the proposed system, the ultrasonic sensor is employed for recognizing the obstacle and detecting the distance between them. Also, the laser navigation system (NAV 200) is used to implement the navigation function. Accordingly, the mobile robot is capable of adapting to a complicated and unknown changing environment. The experimental results confirm that the error of the destination axle (X and Y) does not exceed plusmn7cm, and the direction angle error is limited within plusmn10deg.
Keywords :
collision avoidance; fuzzy control; fuzzy set theory; intelligent robots; mobile robots; sensors; fuzzy theory; hierarchical fuzzy logic controller; intelligent mobile robot; laser navigation system; mobile robot route planning algorithm; obstacle avoidance; path planning; self-adaptive robot navigation; ultrasonic sensor; Computer science; Focusing; Industrial electronics; Kernel; Mobile robots; Path planning; Pixel; Robustness; Service robots; Target tracking; Fuzzy Logic Control; Laser Navigation System; Path Planning; Ultrasonic Sensor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2009. ISIE 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4347-5
Electronic_ISBN :
978-1-4244-4349-9
Type :
conf
DOI :
10.1109/ISIE.2009.5219908
Filename :
5219908
Link To Document :
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