• DocumentCode
    620009
  • Title

    Information fusion passive location filtering algorithm

  • Author

    Mao Lin ; Yang Da wei

  • Author_Institution
    Dept. of Electron. Eng., Heilongjiang Univ., Harbin, China
  • fYear
    2013
  • fDate
    25-27 May 2013
  • Firstpage
    1874
  • Lastpage
    1877
  • Abstract
    In single-station bearings-only passive location system, the localization precision and system stability are always not satisfied with the requirements of the modern electronic warfare because only angle measurement signal is presented. This paper applied to solve the state estimation problem of the passive location system using information fusion technique, improves the estimation precision and increases the system stability without adding any measurement stations. Furthermore, using scalar-weighted information fusion criterion, an information fusion passive location filter is proposed for multi-sensor system with correlated observation noises. And we use the unscented particle filter to calculate the local state estimation values. Finally, a three-sensor simulation example validates the performance of our proposed algorithm.
  • Keywords
    correlation methods; direction-of-arrival estimation; estimation theory; particle filtering (numerical methods); passive filters; sensor fusion; stability; state estimation; angle measurement signal station; correlated observation noise; electronic warfare; information fusion passive location filtering algorithm; localization precision; multisensor system; scalar-weighted information fusion criterion; single-station bearing-only passive location system; state estimation problem; system stability; three-sensor simulation; unscented particle filter; Estimation; Filtering algorithms; Information filters; Noise; Particle filters; Passive filters; Information Fusion; Passive Location; Unscented Particle Filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2013 25th Chinese
  • Conference_Location
    Guiyang
  • Print_ISBN
    978-1-4673-5533-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2013.6561238
  • Filename
    6561238