• DocumentCode
    1384332
  • Title

    VIGILANT+: mission objective interest groups for wireless sensor network surveillance applications

  • Author

    Ghataoura, D.S. ; Mitchell, Jason E. ; Matich, G.E.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Univ. Coll. London, London, UK
  • Volume
    1
  • Issue
    4
  • fYear
    2011
  • fDate
    12/1/2011 12:00:00 AM
  • Firstpage
    229
  • Lastpage
    240
  • Abstract
    A system termed VIGILANT+ is outlined, which utilises situation awareness for the purposes of enabling distributed, autonomic, sensor management, so that savings on consumption of network resources can be achieved. VIGILANT+ is a novel proposition allowing deployed, unattended, wireless sensor nodes to self-organise into dynamic groups and self-manage their transmissions efficiently, according to a current common mission objective. First, a distributed situation assessment system named PORTENT model detects and characterises potential situations occurring within an uncertain environment, using the metric, quality of surveillance information. Secondly, a Bayesian belief network is utilised to understand and analyse the significance associated with the potential situation, primarily to enable deployed sensors to self-organise and assign themselves to mission objectives autonomously. Thirdly, a system is introduced for distributed autonomic transmission control, which enables the efficient management of sensor network resource consumption. Simulations have been undertaken to verify the integrated VIGILANT+ concepts and to demonstrate the effectiveness of the proposed approach in improving network efficiency, without compromising the presentation of mission surveillance utility.
  • Keywords
    belief networks; surveillance; telecommunication network management; wireless sensor networks; Bayesian belief network; PORTENT model; VIGILANT; mission objective interest groups; mission surveillance; sensor management; sensor network resource consumption management; wireless sensor network; wireless sensor nodes;
  • fLanguage
    English
  • Journal_Title
    Wireless Sensor Systems, IET
  • Publisher
    iet
  • ISSN
    2043-6386
  • Type

    jour

  • DOI
    10.1049/iet-wss.2011.0045
  • Filename
    6088073