• DocumentCode
    2674249
  • Title

    Research of coverage control algorithm in three-dimensional wireless sensor network based on energy efficiency

  • Author

    Xiao, Jun ; Qi, Chenchen ; Shu, Lizhong

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    3363
  • Lastpage
    3368
  • Abstract
    Coverage problem is one of the fundamental issues in wireless sensor network. When sensor nodes move in the process of coverage, distance optimization could effectively reduce the energy consumption and prolong the network life. This problem in two-dimensional space could be solved with current control algorithms, but further research is needed in three-dimensional space. With the analysis of deployment strategy in three-dimensional space, a hybrid coverage control algorithm based on energy efficiency in three-dimensional wireless sensor network is proposed. It utilizes artificial immune algorithm to improve ant colony algorithm function, which effectively overcomes the shortcoming of local optimal solution in ant colony algorithm. The proposed hybrid algorithm not only guarantees the high quality of network coverage, but also enhances the energy efficiency of sensors. Simulation results prove its validity.
  • Keywords
    ant colony optimisation; artificial immune systems; sensor placement; telecommunication control; wireless sensor networks; ant colony algorithm function; artificial immune algorithm; control algorithms; distance optimization; energy consumption reduction; energy efficiency; hybrid coverage control algorithm; sensor nodes; three-dimensional space deployment strategy; three-dimensional wireless sensor network; two-dimensional space; Aerospace electronics; Algorithm design and analysis; Ant colony optimization; Monitoring; Optimization; Sensors; Wireless sensor networks; Ant Colony Optimization; Artificial Immune algorithm; Coverage; Energy Efficiency; Three-dimensional Wireless Sensor Networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2012 24th Chinese
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4577-2073-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2012.6244535
  • Filename
    6244535