Data association based on optimization in graphical models with application to sensor networks

We propose techniques based on graphical models for efficiently solving data association problems arising in multiple target tracking with distributed sensor networks. Graphical models provide a powerful framework for representing the statistical dependencies among a collection of random variables,...

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Vydané v:	Mathematical and computer modelling Ročník 43; číslo 9; s. 1114 - 1135
Hlavní autori:	Chen, Lei, Wainwright, Martin J., Çetin, Müjdat, Willsky, Alan S.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.05.2006
Predmet:	Multiple target tracking Sensor networks Graphical models Data association Belief propagation
ISSN:	0895-7177, 1872-9479
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