• DocumentCode
    1782443
  • Title

    Two stage fuzzy logic based clustering approach wireless sensor network LEACH protocol

  • Author

    Kamal, Md Mustafa ; Shawkat, Shamim Ara ; Alam, Md Shamsul

  • Author_Institution
    Inst. of Inf. & Commun. Technol. (IICT), Bangladesh Univ. of Eng. & Technol. (BUET), Dhaka, Bangladesh
  • fYear
    2014
  • fDate
    8-10 March 2014
  • Firstpage
    154
  • Lastpage
    159
  • Abstract
    Energy proficiency is an essential feature to intend an extensive existence wireless sensor network. More than a few methods have been proposed to boost the battery lifetime of sensor nodes. One of the methods is clustering approach which consists of two ways: selecting cluster heads with more residual energy and rotating cluster heads periodically from cluster to cluster thus extends the network lifetime. In this paper we present the wireless sensor networks by means of TSFL-LEACH (Two Stage Fuzzy Logic based Low Energy Adaptive Clustering Hierarchy) where completely two separate cluster levels are defined depending on the distance from the cluster heads and the cluster nodes. We also applied fuzzy asymmetrical clustering mechanism to prolong the lifetime of WSNs. We compare our algorithm with some popular algorithms namely LEACH, LEACH-C and EEUC. The simulation result shows that our bespoken edition improves the energy efficiency and enhances the life length of a wireless sensor network (WSN).
  • Keywords
    fuzzy set theory; pattern clustering; protocols; wireless sensor networks; EEUC algorithm; LEACH-C algorithm; TSFL-LEACH; WSN lifetime; battery lifetime; cluster head rotation; cluster head selection; cluster nodes; energy efficiency improvement; energy proficiency; fuzzy asymmetrical clustering mechanism; residual energy; sensor nodes; two stage fuzzy logic based clustering approach; wireless sensor network LEACH protocol; Algorithm design and analysis; Base stations; Clustering algorithms; Energy efficiency; Fuzzy logic; Protocols; Wireless sensor networks; Energy efficiency; TSFL-LEACH; residual energy; rotating cluster heads; two stage clustering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology (ICCIT), 2013 16th International Conference on
  • Conference_Location
    Khulna
  • Type

    conf

  • DOI
    10.1109/ICCITechn.2014.6997325
  • Filename
    6997325