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
Link To Document