Filters for Spatial point Processes

Filters for Spatial point Processes

Let X and Y be two jointly distributed spatial Point Processes on X and Y respectively (both complete separable metric spaces). We address the problem of estimating X, which is the hidden Point Process (PP), given the realisation y of the observed PP Y. We characterise the posterior distribution of...

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Bibliographic Details
Main Authors: Singh, S., Vo, Ba-Ngu, Baddeley, A., Zuyev, S.
Format: Journal Article
Published: Society for Industrial and Applied Mathematics 2009
Subjects:
PHD filter
target tracking
online filtering
hidden point process inference
Poisson point process prior
Gauss-Poisson point process
Online Access:http://ba-ngu.vo-au.com/vo/SVBZ_SIAM.pdf
http://hdl.handle.net/20.500.11937/36974

Internet

http://ba-ngu.vo-au.com/vo/SVBZ_SIAM.pdf
http://hdl.handle.net/20.500.11937/36974

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