• DocumentCode
    698640
  • Title

    Decision fusion for distributed target tracking using cost reference particle filtering

  • Author

    Miguez, Joaquin ; Bugallo, Monica F. ; Djuric, Petar M.

  • Author_Institution
    Depto. Teor. de la Senal y Comun., Univ. Carlos III de Madrid, Leganés, Spain
  • fYear
    2005
  • fDate
    4-8 Sept. 2005
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, we consider the problem of tracking an object which moves along a certain 2-dimensional area monitored by a network of wireless sensors. We propose a novel decision fusion algorithm for target tracking based on a recently proposed sequential Monte Carlo (SMC) methodology called cost-reference particle filtering (CRPF). Computer simulations reveal the feasibility of the proposed method.
  • Keywords
    Monte Carlo methods; decision theory; particle filtering (numerical methods); sensor fusion; target tracking; wireless sensor networks; 2D area monitoring; CRPF; SMC; cost reference particle filtering; decision fusion algorithm; distributed target tracking; object tracking; sequential Monte Carlo method; wireless sensor network; Computational modeling; Cost function; Sensors; Standards; Target tracking; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2005 13th European
  • Conference_Location
    Antalya
  • Print_ISBN
    978-160-4238-21-1
  • Type

    conf

  • Filename
    7078232
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=698640