DocumentCode
1564856
Title
Fuzzy logic in collective robotic search
Author
Zhang, Nian ; Wunsch, Donald C., II
Author_Institution
Dept. of Electr. & Comput. Eng., Missouri Univ., Rolla, MO, USA
Volume
2
fYear
2003
Firstpage
1471
Abstract
One important application of mobile robots is searching a geographical region to locate the origin of a specific sensible phenomenon. We first propose a fuzzy logic approach using a decision table. A novel fuzzy rule based was designed. And then a fuzzy search strategy is adopted by utilizing the three tier centers of mass coordination. Experimental results show that fuzzy logic algorithm is an efficient approach for the collective robots to locate the target source. In addition, noise and the position of the target affect the searching result.
Keywords
fuzzy logic; intelligent robots; mobile robots; motion control; multi-robot systems; position control; search problems; collective robotic search; collective robots; decision table; fuzzy logic; fuzzy rule base; fuzzy search strategy; geographical region; mass coordination; mobile robots; specific sensible phenomena; target source location; three tier centers; Chemical hazards; Control systems; Costs; Fuzzy logic; Humans; Mobile robots; Orbital robotics; Robot kinematics; Robot sensing systems; Search problems;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN
0-7803-7810-5
Type
conf
DOI
10.1109/FUZZ.2003.1206650
Filename
1206650
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