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A Robust Kalman Framework with Resampling and Optimal Smoothing

The Kalman filter (KF) is an extremely powerful and versatile tool for signal processing that has been applied extensively in various fields. We introduce a novel Kalman-based analysis procedure that encompasses robustness towards outliers, Kalman smoothing and real-time conversion from non-uniforml...

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Detalles Bibliográficos
Autores principales: Kautz, Thomas, Eskofier, Bjoern M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4435213/
https://www.ncbi.nlm.nih.gov/pubmed/25734647
http://dx.doi.org/10.3390/s150304975