• DocumentCode
    31759
  • Title

    Analysis of Stochastic k -Coverage and Connectivity in Sensor Networks With Boundary Deployment

  • Author

    Gupta, Hari Prabhat ; Rao, Seela Veerabhadreswara ; Tamarapalli, Venkatesh

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Indian Inst. of Technol. Guwahati, Guwahati, India
  • Volume
    16
  • Issue
    4
  • fYear
    2015
  • fDate
    Aug. 2015
  • Firstpage
    1861
  • Lastpage
    1871
  • Abstract
    Coverage and connectivity are important metrics used to evaluate the quality of service of wireless sensor networks (WSNs) monitoring a field of interest (FoI). Most of the literature assumes that the sensors are deployed directly in the FoI. In this paper we assume that the sensors are stochastically deployed outside the FoI. For such WSNs, we derive probabilistic expressions for k-coverage and connectivity using exact geometry. We validate our analysis and demonstrate its utility to estimate the minimum number of sensors required for a desired level of coverage and connectivity. We also demonstrate an on-campus traffic monitoring system to count the number of vehicles, detect the direction of vehicle, and to identify the vehicle (two-wheeler or four-wheeler) using sensors along both sides of the road.
  • Keywords
    stochastic processes; traffic information systems; wireless sensor networks; FoI; WSN; boundary deployment; connectivity metric; field of interest; on-campus traffic monitoring system; probabilistic expression; stochastic k-coverage analysis; traffic information system; vehicle direction detection; vehicle identification; wireless sensor network; Monitoring; Roads; Sensors; Stochastic processes; Vehicles; Wireless sensor networks; Connectivity; coverage; stochastic deployment; wireless sensor networks (WSNs);
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2014.2379699
  • Filename
    7088625