A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission
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...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
IEEE
2010
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/3400/1/%2810.1109-ICCCE.2010.5556856%29_ICCCE.pdf |
| _version_ | 1796875003319287808 |
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| author | Ahmed, Mohiuddin Khan, Md. Raisuddin Billah, Md. Masum Farhana, Soheli |
| author_facet | Ahmed, Mohiuddin Khan, Md. Raisuddin Billah, Md. Masum Farhana, Soheli |
| author_sort | Ahmed, Mohiuddin |
| collection | IIUM |
| description | 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. |
| first_indexed | 2024-03-05T22:32:32Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:3400 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:32:32Z |
| publishDate | 2010 |
| publisher | IEEE |
| record_format | dspace |
| spelling | oai:generic.eprints.org:34002017-06-15T02:55:57Z http://irep.iium.edu.my/3400/ A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission Ahmed, Mohiuddin Khan, Md. Raisuddin Billah, Md. Masum Farhana, Soheli TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) 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. IEEE 2010 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/3400/1/%2810.1109-ICCCE.2010.5556856%29_ICCCE.pdf Ahmed, Mohiuddin and Khan, Md. Raisuddin and Billah, Md. Masum and Farhana, Soheli (2010) A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission. In: International Conference on Computer and Communication Engineering (ICCCE 2010), 11-13 May 2010, Kuala Lumpur. http://dx.doi.org/10.1109/ICCCE.2010.5556856 doi:10.1109/ICCCE.2010.5556856 |
| spellingShingle | TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) Ahmed, Mohiuddin Khan, Md. Raisuddin Billah, Md. Masum Farhana, Soheli A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission |
| title | A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission |
| title_full | A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission |
| title_fullStr | A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission |
| title_full_unstemmed | A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission |
| title_short | A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission |
| title_sort | collaborative navigation algorithm for multi agent robots in autonomous reconnaissance mission |
| topic | TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) |
| url | http://irep.iium.edu.my/3400/1/%2810.1109-ICCCE.2010.5556856%29_ICCCE.pdf |
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