DocumentCode :
2805362
Title :
Application of fuzzy control to a sonar-based obstacle avoidance mobile robot
Author :
Thongchai, Siripun ; Kawamura, Kazuhiko
Author_Institution :
Dept. of Electr. Eng., Vanderbilt Univ., Nashville, TN, USA
fYear :
2000
fDate :
2000
Firstpage :
425
Lastpage :
430
Abstract :
Describes how fuzzy control can be applied to sonar based obstacle avoidance of the HelpMate mobile robot. Behavior-based fuzzy control for the HelpMate mobile robot was designed. The design and implementation of the fuzzy control system is described. The fuzzy controller provides the mechanism for solving sensor data from all sonar sensors which present different information. The behavior-based approach is implemented as an individual high priority behavior. The highest level behavior is called task-oriented behavior, which consists of two subtasks, wall following and goal following. The lower level is obstacle avoidance behavior. The lowest is an emergency behavior. Visual Basic 6 code was developed for implementation. The fuzzy inference system was created. Helpmate obstacle avoidance was implemented. The result shows that each behavior works correctly. The HelpMate robot can avoid all obstacles that are detected by sonar sensors
Keywords :
collision avoidance; control system synthesis; feature extraction; fuzzy control; fuzzy logic; intelligent control; mobile robots; sensor fusion; sonar; ultrasonic transducers; HelpMate mobile robot; behavior-based fuzzy control; emergency behavior; fuzzy controller; fuzzy inference system; goal following; individual high priority behavior; sonar sensors; sonar-based obstacle avoidance; task-oriented behavior; wall following; Fuzzy control; Fuzzy set theory; Fuzzy sets; Intelligent robots; Laboratories; Mobile robots; Sliding mode control; Sonar detection; Sonar measurements; Visual BASIC;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Applications, 2000. Proceedings of the 2000 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-6562-3
Type :
conf
DOI :
10.1109/CCA.2000.897461
Filename :
897461
Link To Document :
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