Filters for Spatial Point Processes

DOI10.1137/070710457zbMath1196.62120OpenAlexW2136472099MaRDI QIDQ3581021

Sumeetpal S. Singh, Ba-Ngu Vo, Sergei Zuyev, Adrian J. Baddeley

Publication date: 16 August 2010

Published in: SIAM Journal on Control and Optimization (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/20.500.11937/36974

zbMATH Keywords

target trackingGauss-Poisson point processPHD filterhidden point process inferenceonline filteringPoisson point process prior

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Inference from spatial processes (62M30) Non-Markovian processes: estimation (62M09) Signal detection and filtering (aspects of stochastic processes) (60G35) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55)

Related Items (5)

Second-order multi-object filtering with target interaction using determinantal point processes ⋮ On the conditional distributions of spatial point processes ⋮ Estimating second order characteristics of point processes with known independent noise ⋮ On the Stability and the Approximation of Branching Distribution Flows, with Applications to Nonlinear Multiple Target Filtering ⋮ A Bayesian Framework for Persistent Homology

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