• DocumentCode
    2415868
  • Title

    CNN and collective perception

  • Author

    Arena, P. ; Fortuna, L. ; Lombardo, D. ; Patané, L.

  • Author_Institution
    DIEES - Dipt. di Ing. Elettr., Univ. degli Studi di Catania, Catania
  • fYear
    2008
  • fDate
    14-16 July 2008
  • Firstpage
    186
  • Lastpage
    191
  • Abstract
    Cooperation is an ability used by particular animal species (e.g. ants) to survive in the world. In the bio-inspired robotics field, several attempts were carried out to exploit the application of cooperative strategies both to accomplish tasks otherwise impossible and to improve the global performances of the group of robots. In this paper we discuss on the emergence of collective behaviours, in groups of robots individually controlled by a cognitive architecture based on Turing patterns. Robots can exchange information each other when specific situations are encountered: deadlock and target retrieving. This information spreading mechanism reduces the learning time and increases the final performance of the group.
  • Keywords
    Turing machines; cellular neural nets; cognitive systems; intelligent robots; multi-robot systems; neurocontrollers; Turing patterns; animal species; bio-inspired robotics field; cellular neural network; cognitive architecture; collective perception; deadlock retrieving; information spreading mechanism; learning time; target retrieving; Animals; Cellular neural networks; Cognitive robotics; Computer architecture; Evolutionary computation; Insects; Intelligent robots; Medical services; Robot sensing systems; Sparks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cellular Neural Networks and Their Applications, 2008. CNNA 2008. 11th International Workshop on
  • Conference_Location
    Santiago de Compostela
  • Print_ISBN
    978-1-4244-2089-6
  • Electronic_ISBN
    978-1-4244-2090-2
  • Type

    conf

  • DOI
    10.1109/CNNA.2008.4588675
  • Filename
    4588675