DocumentCode :
1054128
Title :
Fuzzy target tracking control of autonomous mobile robots by using infrared sensors
Author :
Li, Tzuu-Hseng S. ; Chang, Shih-Jie ; Tong, Wei
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Taiwan, Taiwan
Volume :
12
Issue :
4
fYear :
2004
Firstpage :
491
Lastpage :
501
Abstract :
The theme of this paper is to design a real-time fuzzy target tracking control scheme for autonomous mobile robots by using infrared sensors. At first two mobile robots are setup in the target tracking problem, where one is the target mobile robot with infrared transmitters and the other one is the tracker mobile robot with infrared receivers and reflective sensors. The former is designed to drive in a specific trajectory. The latter is designed to track the target mobile robot. Then we address the design of the fuzzy target tracking control unit, which consists of a behavior network and a gate network. The behavior network possesses the fuzzy wall following control (FWFC) mode, fuzzy target tracking control (FTTC) mode, and two fixed control modes to deal with different situations in real applications. Both the FWFC and FTTC are realized by the fuzzy sliding-mode control scheme. A gate network is used to address the fusion of measurements of two infrared sensors and is developed to recognize which situation is belonged to and which action should be executed. Moreover, the target tracking control with obstacle avoidance is also investigated in this paper. Both computer simulations and real-time implementation experiments of autonomous target tracking control demonstrate the effectiveness and feasibility of the proposed control schemes.
Keywords :
collision avoidance; control system analysis computing; fuzzy control; infrared detectors; mobile robots; target tracking; variable structure systems; autonomous mobile robots; fuzzy control; fuzzy wall following control mode; gate network; infrared receivers; infrared sensors; obstacle avoidance; real-time fuzzy control; reflective sensors; sliding mode control; target tracking control; Automatic control; Fuzzy control; Fuzzy logic; Humans; Infrared sensors; Laboratories; Mobile robots; Robot control; Sliding mode control; Target tracking; Autonomous mobile robot; behavior network; fuzzy sliding-mode control; fuzzy target tracking control; gate network;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2004.832526
Filename :
1321077
Link To Document :
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