• DocumentCode
    2431962
  • Title

    Intelligent MANET Routing Protocol Selector

  • Author

    Saeed, N.H. ; Abbod, M.F. ; Sulaiman, T.H. ; Al-Raweshidy, H.S. ; Kurdi, H.

  • fYear
    2008
  • fDate
    16-19 Sept. 2008
  • Firstpage
    389
  • Lastpage
    394
  • Abstract
    Currently, in any Mobile Ad Hoc Network (MANET), one routing protocol routes the packets to their destination no matter what the network´s context is! This ´one size fits all´ approach is far from optimum. This paper introduces a novel intelligent routing protocol selector for MANET. The intelligent selector learns the network´s performance and behaviour then chooses the optimum routing protocol according to the network´s context, e.g.: number of nodes and mobility. The selector recommends the optimum network context depending on the current network situation. The selector is adaptable to the variations in the network environment by predicting four important parameters that indicate the changes in the network context. The intelligent selector system can deploy any protocol to its best advantages by testing the network´s context and employing the most suitable protocol for that situation.
  • Keywords
    Artificial intelligence; Artificial neural networks; Computer networks; Fuzzy logic; Genetic algorithms; Intelligent networks; Mobile ad hoc networks; Routing protocols; Testing; Wireless networks; Ad hoc networks; genetic algorithm; intelligent network; neuro-fuzzy modelling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Next Generation Mobile Applications, Services and Technologies, 2008. NGMAST '08. The Second International Conference on
  • Conference_Location
    Cardiff
  • Print_ISBN
    978-0-7695-3333-9
  • Type

    conf

  • DOI
    10.1109/NGMAST.2008.22
  • Filename
    4756462