• DocumentCode
    3400766
  • Title

    Simple Median based information fusion in wireless sensor network

  • Author

    Singhal, Deepti ; Garimella, Rama Murthy

  • Author_Institution
    Int. Inst. of Inf. Technol., Hyderabad, India
  • fYear
    2012
  • fDate
    10-12 Jan. 2012
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    The accuracy of a system is measured by the deviation of the system´s results from the actual results. Information fusion deals with the combination of information from same source or different sources to obtain improved fused estimate with greater quality or greater relevance. As larger amount of sensors are deployed in harsher environment, it is important that sensor fusion techniques are robust and fault-tolerant, so that they can handle uncertainty and faulty sensor readouts. The sensor nodes in Wireless Sensor Network (WSN) are constrained with computation and communication resources, and efforts are required to increase the performance measures of the network. Thus sensor fusion techniques should be simple with less computation complexity. In this paper we propose a novel Median based sensor fusion function named D function. It is shown that the proposed D function satisfies the lipschitz condition. Paper also presents some of the ideas which can open new areas for research in fusion problem.
  • Keywords
    communication complexity; sensor fusion; wireless sensor networks; D function; computation complexity; fault tolerant; faulty sensor readout handling; information fusion; lipschitz condition; median; performance measure; sensor fusion technique; uncertainty sensor readout handling; wireless sensor network; Computers; Entropy; Random variables; Sensor fusion; Uncertainty; Wireless sensor networks; Median; Sensor Fusion; Wireless Sensor Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Communication and Informatics (ICCCI), 2012 International Conference on
  • Conference_Location
    Coimbatore
  • Print_ISBN
    978-1-4577-1580-8
  • Type

    conf

  • DOI
    10.1109/ICCCI.2012.6158913
  • Filename
    6158913