• DocumentCode
    1760766
  • Title

    An Alternative Clustering Scheme in WSN

  • Author

    Izadi, Davood ; Abawajy, Jemal ; Ghanavati, Sara

  • Author_Institution
    Parallel & Distrib. Comput. Lab., Deakin Univ. Australia, Geelong, VIC, Australia
  • Volume
    15
  • Issue
    7
  • fYear
    2015
  • fDate
    42186
  • Firstpage
    4148
  • Lastpage
    4155
  • Abstract
    Despite significant advancements in wireless sensor networks (WSNs), energy conservation in the networks remains one of the most important research challenges. One approach commonly used to prolong the network lifetime is through aggregating data at the cluster heads (CHs). However, there is possibility that the CHs may fail and function incorrectly due to a number of reasons such as power instability. During the failure, the CHs are unable to collect and transfer data correctly. This affects the performance of the WSN. Early detection of failure of CHs will reduce the data loss and provide possible minimal recovery efforts. This paper proposes a self-configurable clustering mechanism to detect the disordered CHs and replace them with other nodes. Simulation results verify the effectiveness of the proposed approach.
  • Keywords
    energy conservation; pattern clustering; telecommunication network reliability; wireless sensor networks; CH; WSN; alternative clustering scheme; cluster head; data aggregation; energy conservation; failure detection; network lifetime; power instability; self-configurable clustering mechanism; wireless sensor network; Energy consumption; Fuzzy logic; Nominations and elections; Protocols; Sensors; Uncertainty; Wireless sensor networks; Backup Cluster Head; Backup cluster head; Predicted and Unpredicted Cluster Head Failure; Type-2 Fuzzy Logic; predicted and unpredicted cluster head failure; type-2 fuzzy logic;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2015.2411598
  • Filename
    7057638