• DocumentCode
    1806411
  • Title

    Reduced palm intensity for track extraction

  • Author

    Bozdogan, Ali Onder ; Efe, M. ; Streit, Roy

  • Author_Institution
    Sch. of Electr. Eng., Ankara Univ., Ankara, Turkey
  • fYear
    2013
  • fDate
    9-12 July 2013
  • Firstpage
    1243
  • Lastpage
    1250
  • Abstract
    Reduced Palm intensity function is introduced for track extraction algorithms of filters based on finite point process models to compensate for the spatial, or pair, correlation among detected targets in the Bayes posterior process. Pair correlation function along with intensity and the reduced Palm intensity functions of the Bayes posterior process for the PHD filter are derived. An example is given for which reduced Palm intensity function is used to resolve targets not separated in the posterior intensity function.
  • Keywords
    Bayes methods; filtering theory; Bayes posterior process; PHD filter; filters; finite point process models; pair correlation function; posterior intensity function; reduced Palm intensity functions; track extraction algorithms; Approximation methods; Correlation; Information filters; Joints; Probability density function; Target tracking; Conditional intensity; Intensity filter; PHD filter; Pair correlation; Palm filter; Reduced Palm intensity; Track extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2013 16th International Conference on
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-605-86311-1-3
  • Type

    conf

  • Filename
    6641139