A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance
Robots in a group can solve problems in fundamentally different ways than individuals while achieving higher levels of performance, however, programming and coordination of a group of robots poses big challenge. This paper addresses the problem of mobile robots executing complex group behaviors in a...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/2988/1/%2810.1109-ICOM.2011.5937191_%29_77C.pdf |
| _version_ | 1796874949896437760 |
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| author | Khan, Md. Raisuddin Billah, Md. Masum Ahmed, Mohiuddin Abdul Aziz, Normaziah |
| author_facet | Khan, Md. Raisuddin Billah, Md. Masum Ahmed, Mohiuddin Abdul Aziz, Normaziah |
| author_sort | Khan, Md. Raisuddin |
| collection | IIUM |
| description | Robots in a group can solve problems in fundamentally different ways than individuals while achieving higher levels of performance, however, programming and coordination of a group of robots poses big challenge. This paper addresses the problem of mobile robots executing complex group behaviors in an attempt to form collaborative group behavior of hexapod robots in reconnaissance mission. A set of basic sharing behaviors for a group of hexapod robots is first assigned. These behaviors then evolve into more complicated group behaviors such as flocking using collaboration and indirect communication. This is then used to solve specific problems relating to goal finding and obstacle avoidance within a real world environment. The sharing behavior is designed with a stable navigation towards practical applications, such as reconnaissance mission and coordinated motion. All algorithms have been developed and tested on two hexapod robots. |
| first_indexed | 2024-03-05T22:31:50Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:2988 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:31:50Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:29882011-10-12T02:53:05Z http://irep.iium.edu.my/2988/ A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance Khan, Md. Raisuddin Billah, Md. Masum Ahmed, Mohiuddin Abdul Aziz, Normaziah TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) Robots in a group can solve problems in fundamentally different ways than individuals while achieving higher levels of performance, however, programming and coordination of a group of robots poses big challenge. This paper addresses the problem of mobile robots executing complex group behaviors in an attempt to form collaborative group behavior of hexapod robots in reconnaissance mission. A set of basic sharing behaviors for a group of hexapod robots is first assigned. These behaviors then evolve into more complicated group behaviors such as flocking using collaboration and indirect communication. This is then used to solve specific problems relating to goal finding and obstacle avoidance within a real world environment. The sharing behavior is designed with a stable navigation towards practical applications, such as reconnaissance mission and coordinated motion. All algorithms have been developed and tested on two hexapod robots. 2011 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/2988/1/%2810.1109-ICOM.2011.5937191_%29_77C.pdf Khan, Md. Raisuddin and Billah, Md. Masum and Ahmed, Mohiuddin and Abdul Aziz, Normaziah (2011) A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance. In: 4th International Conference on Mechatronics (ICOM'11), 17-19 May 2011, Kuala Lumpur. http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5937191&queryText%3DA+novel+algorithm+for+collaborative+behavior+of+multi-robot+in+autonomous+reconnaissance%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26searchField%3DSe |
| spellingShingle | TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) Khan, Md. Raisuddin Billah, Md. Masum Ahmed, Mohiuddin Abdul Aziz, Normaziah A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance |
| title | A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance |
| title_full | A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance |
| title_fullStr | A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance |
| title_full_unstemmed | A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance |
| title_short | A novel algorithm for collaborative behavior of multi-robot in autonomous reconnaissance |
| title_sort | novel algorithm for collaborative behavior of multi robot in autonomous reconnaissance |
| topic | TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) |
| url | http://irep.iium.edu.my/2988/1/%2810.1109-ICOM.2011.5937191_%29_77C.pdf |
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