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State estimation and prediction using clustered particle filters

Particle filtering is an essential tool to improve uncertain model predictions by incorporating noisy observational data from complex systems including non-Gaussian features. A class of particle filters, clustered particle filters, is introduced for high-dimensional nonlinear systems, which uses rel...

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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Autores principales: Lee, Yoonsang, Majda, Andrew J.
Formato: Artigo
Lenguaje:Inglês
Publicado: National Academy of Sciences 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5187727/
https://ncbi.nlm.nih.gov/pubmed/27930332
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1617398113
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