• 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