• DocumentCode
    3402087
  • Title

    Particle filter algorithm for tracking manoeuvring target using FM signal

  • Author

    Jishy, K. ; Lehmann, F. ; Moruzzis, M. ; Salut, G.

  • Author_Institution
    Dept. of Commun., Image & Signal Process., Telecommun. SudParis, Evry, France
  • fYear
    2009
  • fDate
    14-17 Dec. 2009
  • Firstpage
    355
  • Lastpage
    359
  • Abstract
    In order to introduce the particle filter techniques in the passive radar detection and tracking, we present in this correspondence a comparison between classical technique of tracking that uses a maxima search in the range/Doppler grid-space, and then estimates the target position using an extended Kalman filter and a proposed particle filter that uses directly the correlation output. The passive radar receives the signals of FM stations that propagate and reflect on a manoeuvring target.
  • Keywords
    Kalman filters; particle filtering (numerical methods); passive radar; radar detection; radar tracking; target tracking; FM signal; extended Kalman filter; particle filter algorithm; passive radar detection; passive radar tracking; range/Doppler grid-space; target position; tracking manoeuvring target; Particle filters; Particle tracking; Passive radar; Radar detection; Radar tracking; Signal processing; Signal processing algorithms; Strontium; Target tracking; Transmitters; Bayesian Estimation; Particle Filter; Radar signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Information Technology (ISSPIT), 2009 IEEE International Symposium on
  • Conference_Location
    Ajman
  • Print_ISBN
    978-1-4244-5949-0
  • Type

    conf

  • DOI
    10.1109/ISSPIT.2009.5407532
  • Filename
    5407532