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Hybrid state estimation: A target tracking application - MaRDI portal

Hybrid state estimation: A target tracking application (Q1858356)

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scientific article; zbMATH DE number 1868210
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Hybrid state estimation: A target tracking application
scientific article; zbMATH DE number 1868210

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    Hybrid state estimation: A target tracking application (English)
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    13 February 2003
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    Here the authors present a framework allowing the formulation of the general hybrid filtering or state estimation problem, and they derive the optimal Bayesian solution to this problem. This solution is obtained `by fairly simple recursions', the recursions being numerically solvable by the use of a particle filter. The theory is illustrated by simulation of a radar target tracking problem.
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    nonlinear filtering
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    Bayesian filtering
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    Monte Carlo filtering
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