• DocumentCode
    3505713
  • Title

    Single observer passive location using phase rate of change with the extended kalman particle filter

  • Author

    Tianyuan, Xu ; Shunlan, Liu

  • Author_Institution
    Coll. of Commun. Eng., Hangzhou DianZi Univ., Hangzhou, China
  • Volume
    3
  • fYear
    2009
  • fDate
    8-9 Aug. 2009
  • Firstpage
    65
  • Lastpage
    68
  • Abstract
    A new single observer passive location method combining phase rate of change (PRC) with extended kalman particle filter (EPF) algorithm is presented. EPF is a method of particle filter (PF) using the extended kalman filter (EKF) as the importance function. The position of the target emitter is obtained by processing the phase difference information from the phase interferometer. The raw location results are rectified and smoothed by EPF algorithm to realize fast and high precision passive target´s location. Simulation results show that the performance of EPF has faster and steady convergence speed, better filtering effect and better location precision than EKF.
  • Keywords
    Kalman filters; target tracking; tracking filters; extended kalman particle filter; passive target location; phase interferometer; phase rate-of-change; single observer passive location method; Directive antennas; Educational institutions; Filtering; Frequency; Kalman filters; Partial response channels; Particle filters; Phased arrays; Receiving antennas; Time difference of arrival; extended kalman filter (EKF); extended kalman particle filter (EPF); phase rate of change (PRC); single observer passive location;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communication, Control, and Management, 2009. CCCM 2009. ISECS International Colloquium on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-4247-8
  • Type

    conf

  • DOI
    10.1109/CCCM.2009.5268040
  • Filename
    5268040