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A Nonlinear Stochastic Filter for Continuous-Time State Estimation

Nonlinear filters produce a nonparametric estimate of the probability density of state at each point in time. Currently-known nonlinear filters include Particle Filters and the Kushner equation (and its un-normalized version: the Zakai equation). However, these filters have limited measurement model...

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Detalhes bibliográficos
Publicado no:IEEE Trans Automat Contr
Main Authors: Ghoreyshi, Atiyeh, Sanger, Terence D.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4580982/
https://ncbi.nlm.nih.gov/pubmed/26412871
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TAC.2015.2409910
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