DocumentCode
428669
Title
Application of swarm intelligence to the mine detection problem
Author
Chapman, Eric ; Sahin, Ferat
Author_Institution
Dept. of Electr. Eng., Rochester Inst. of Technol., NY, USA
Volume
6
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
5429
Abstract
This paper highlights the important points of swarm intelligence, more specifically the ant algorithm, and illustrate how it can be applied to a real time mine detection problem. The algorithm would be applied using GroundScouts, a modular micro robot that was designed for cooperative robotics applications. An adaptive time division multiple access (ATDMA) communication schemes are also presented that changes the behavior of the network according to the number of robots on the network. This maximizes the efficiency of the communication between the robots. The results show that the real time implementation of the algorithm is successful.
Keywords
cooperative systems; landmine detection; microrobots; mobile robots; optimisation; time division multiple access; GroundScouts; adaptive time division multiple access communication; ant algorithm; cooperative robotics; microrobot; real time mine detection; swarm intelligence; Algorithm design and analysis; Ant colony optimization; Insects; Organisms; Particle swarm optimization; Recruitment; Robots; Space exploration; Space technology; Time division multiple access;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1401057
Filename
1401057
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