Expanding the Control Scope of Cooperative Multiple Robots

  • Ko Shibata
  • Munehiro Takimoto
  • Yasushi Kambayashi
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 296)


When we attempt to construct a multi-robot system in out-door setting, it is natural to provide Mobile Ad Hoc Network (MANET) to form cooperative work. When a robot accidentally moves out from the communication range, it becomes impossible to communicate with one another. In order to mitigate this situation, we employ visible ray to widen the control scope so that the stray robot can move into the radio communication range. In this paper, we propose a method for controlling multi-robot system. That is a combination of visible light and radio communication. Robots are controlled by mobile software agents that convey task information to each robot through MANET. The controlling software agent intermittently visits each robot to check the status of the robot. When the agent finds a missing robot, it uses a beacon light to signal the aerial robot to hover above the current ground robot, and send beacon to the missing robot to come back into the range. The contribution of this research is to expand the scope of communication range of robots. It should provide effective use for the robot system with limited resource in the field.


Multi-agent Multi-robot ad-hoc network Light signal Aerialrobot 


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  1. 1.
    Parker, L.E.: Distributed intelligence: overview of the field and its application in multi-robot systems. Journal of Physical Agents 2(1), 5–14 (2008)Google Scholar
  2. 2.
    Peter, S., Manuela, V.: Multiagent systems: A survey from a machine learning perspective. Autonomous Robots 8(3), 345–383 (2000)CrossRefGoogle Scholar
  3. 3.
    Yasuda, T., Ohkura, K.: Autonomous role assignment in a homogeneous multi-robot system. Journal of Robotics and Mechatronics 17(5), 596–604 (2005)Google Scholar
  4. 4.
    Hulaas, G., Binder, A.V.W.J.: Portable resource control in the j-seal2 mobile agent system. In: Proceedings of International Conference on Autonomous Agents, pp. 222–223 (2001)Google Scholar
  5. 5.
    Takimoto, M., Mizuno, M., Kurio, M., Kambayashi, Y.: Saving Energy Consumption of Multi-robots Using Higher-Order Mobile Agents. In: Nguyen, N.T., Grzech, A., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2007. LNCS (LNAI), vol. 4496, pp. 549–558. Springer, Heidelberg (2007)CrossRefGoogle Scholar
  6. 6.
    Nagata, T., Takimoto, M., Kambayashi, Y.: Suppressing the Total Costs of Executing Tasks Using Mobile Agents. In: Hawaii International Conference on System Sciences, CD-ROM (2009)Google Scholar
  7. 7.
    Abe, T., Takimoto, M., Kambayashi, Y.: Searching Targets Using Mobile Agents in a Large Scale Multi-robot Environment. In: O’Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2011. LNCS, vol. 6682, pp. 211–220. Springer, Heidelberg (2011)CrossRefGoogle Scholar
  8. 8.
    Shibuya, R., Takimoto, M., Kambayashi, Y.: Suppressing Energy Consumption of Transportation Robots using Mobile Agents. In: International Conference on Agents and Artificial Intelligence, vol. 1, pp. 219–224 (2013)Google Scholar
  9. 9.
    Nagata, T., Takimoto, M., Kambayashi, Y.: Cooperatively Searching Objects Based on Mobile Agents. In: Nguyen, N.T. (ed.) Transactions on Computational Collective Intelligence XI. LNCS, vol. 8065, pp. 119–136. Springer, Heidelberg (2013)CrossRefGoogle Scholar
  10. 10.
    Sugiyama, S., Yamachi, H., Takimoto, M., Kambayashi, Y.: Aggregating Multiple Robots with Serialization. In: Pan, J.-S., Chen, S.-M., Nguyen, N.T. (eds.) ACIIDS 2012, Part I. LNCS, vol. 7196, pp. 177–186. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  11. 11.
    Satta, K., Takimoto, M., Kambayashi, Y.: Making Autonomous Robots Form Lines. In: Pan, J.-S., Chen, S.-M., Nguyen, N.T. (eds.) ACIIDS 2012, Part I. LNCS, vol. 7196, pp. 198–207. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  12. 12.
    Yokoyama, C., Takimoto, M., Kambayashi, Y.: Cooperative Control of Multi-Robot Using Mobile Agents in a Three-dimensional Environment. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1115–1120 (2013)Google Scholar
  13. 13.
    Jamalipour, A., Ma, Y.: Intermittently Connected Moblie Ad Hoc Networks. Springer, Heidelberg (2011)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Ko Shibata
    • 1
  • Munehiro Takimoto
    • 2
  • Yasushi Kambayashi
    • 1
  1. 1.Department of Computer and Information EngineeringNippon Institute of TechnologySaitamaJapan
  2. 2.Department of Information SciencesTokyo University of ScienceNodaJapan

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