• DocumentCode
    1480916
  • Title

    Low-Density Wireless Sensor Networks for Localization and Tracking in Critical Environments

  • Author

    Cenedese, Angelo ; Ortolan, Giulia ; Bertinato, Marco

  • Author_Institution
    Dept. of Eng. & Manage., Univ. of Padova, Vicenza, Italy
  • Volume
    59
  • Issue
    6
  • fYear
    2010
  • fDate
    7/1/2010 12:00:00 AM
  • Firstpage
    2951
  • Lastpage
    2962
  • Abstract
    In this paper, the problem of localizing and tracking mobile nodes acting in a fixed wireless sensor network (WSN) is addressed. A strategy is proposed based on an empirical map of the received signal-strength distribution that is generated by the WSN and on a stochastic model of the mobile-node behavior. This approach results in being well suited for low-density setups and critical environments. The theoretical background and the architecture of the system are presented, together with simulations to validate the design phase. Also, the system is implemented into a real-time framework, and its performance is tested in an industrial indoor environment.
  • Keywords
    mobile radio; radio tracking; stochastic processes; wireless sensor networks; industrial indoor environment; low-density wireless sensor networks; mobile node localization; mobile node tracking; received signal-strength distribution; stochastic model; Estimation theory; localization and tracking; packet loss; random walk model; stochastic modeling; wireless sensor networks;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2010.2049277
  • Filename
    5456173