• DocumentCode
    3132495
  • Title

    QoI-aware energy management for wireless sensor networks

  • Author

    Liu, Chi Harold ; Hui, Pan ; Branch, Joel W. ; Yang, Bo

  • Author_Institution
    IBM Res. - China, Beijing, China
  • fYear
    2011
  • fDate
    21-25 March 2011
  • Firstpage
    8
  • Lastpage
    13
  • Abstract
    In this paper, we propose an efficient energy-management framework in wireless sensor networks (WSNs) to address the fundamental research challenge imposed by both the maintenance of the energy supply and the support of the quality-of-information (QoI) requirements. By quantifying the QoI benefit the tasks receive in relation to the level of QoI they request as the QoI satisfaction index), we propose a QoI-aware energy-management scheme to distributedly decide the participating state of each sensor. Specifically, by using the mathematical framework of the Gur Game, we propose a novel pay-off structure taking into account the QoI and the energy consumption. We finally evaluate the proposed scheme under an event occurrence detection scenario, where the proposed scheme successfully guarantees less than 7% QoI outage, saves 80% of the energy reserve if compared with the lower bound solution, and achieves the suboptimum with only 4% gap if compared with optimal solution.
  • Keywords
    energy management systems; game theory; wireless sensor networks; Gur game; QoI satisfaction index; QoI-aware energy management; energy consumption; energy supply; event occurrence detection scenario; pay-off structure; quality-of-information requirements; wireless sensor networks; Convergence; Energy consumption; Energy management; Games; Indexes; Sensors; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-61284-938-6
  • Electronic_ISBN
    978-1-61284-936-2
  • Type

    conf

  • DOI
    10.1109/PERCOMW.2011.5766978
  • Filename
    5766978