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
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;
Conference_Titel :
Information Fusion (FUSION), 2013 16th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-605-86311-1-3