• DocumentCode
    424131
  • Title

    Routing protocol based on fuzzy regression for MANET

  • Author

    Zhao, Chun-Xiao ; Wang, Guang-Xing

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • Volume
    3
  • fYear
    2004
  • fDate
    26-29 Aug. 2004
  • Firstpage
    1811
  • Abstract
    This paper presents a stability-based distributed routing protocol for ad hoc networks in this paper, which uses fuzzy linear regression model to predict a more long-live link. The protocol proposes a multi-path routing scheme that computes alternate routes for long-live connections, and switches routes dynamically upon failure of the primary route in order to provide fault-tolerant routing. A framework is described for analytical modeling of the path reliability and the time interval between successive route discoveries. Analytical results show that the multi-path routing optimizes single path´s reliability and prolongs the lifetime of single path.
  • Keywords
    ad hoc networks; fault tolerance; fuzzy set theory; mobile radio; optimisation; regression analysis; routing protocols; stability; telecommunication network reliability; MANET; fault tolerant routing; fuzzy linear regression model; mobile ad hoc networks; multipath routing optimization; path reliability modeling; stability based distributed routing protocol; switch routing; Ad hoc networks; Analytical models; Electronic mail; Fuzzy sets; Information science; Linear regression; Mathematical model; Mobile ad hoc networks; Routing protocols; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
  • Print_ISBN
    0-7803-8403-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2004.1382070
  • Filename
    1382070