DocumentCode
1804853
Title
A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission
Author
Ahmed, Mohiuddin ; Khan, Mohammed Raisuddin ; Billah, Mohammed Masum ; Farhana, Soheli
Author_Institution
Fac. of Inf. & Commun. Technol., Int. Islamic Univ. Malaysia (IIUM), Kuala Lumpur, Malaysia
fYear
2010
fDate
11-12 May 2010
Firstpage
1
Lastpage
6
Abstract
Robots are playing an increasingly more important role as the technology is maturing. Robots are omnipresent; numerous robots committed to a single task will become ordinary. Multi-agent robots are capable of handling problems in many different ways than individuals while achieving higher levels of performance. But present unique challenges for developing collaborative navigation algorithm and coordination among themselves are not sufficient for autonomous collaborative tasks. Some research papers based on collaborative robots have been reviewed in this paper; from review analysis we have developed an algorithm with behavioral based distributed knowledge of multi-agents for accomplishing collaborative navigation. The goal of multi-agent robots is to move as a cohesive team by sharing their distributed learning behaviors and navigating in autonomous reconnaissance missions. Finally some preliminary experimental results will be presented of the developed collaborative navigation algorithm between robots to reach the target and achieve their goal sharing their knowledge.
Keywords
control engineering computing; learning (artificial intelligence); multi-agent systems; multi-robot systems; navigation; path planning; autonomous collaborative tasks; autonomous reconnaissance mission; cohesive team; collaborative navigation algorithm; coordination; distributed knowledge; distributed learning behaviors; goal sharing; multiagent robots; collaborative; distributed knowledge; multi-agent; navigation algorithm; reconnaissance;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Communication Engineering (ICCCE), 2010 International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4244-6233-9
Type
conf
DOI
10.1109/ICCCE.2010.5556856
Filename
5556856
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