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2019

Akyildiz, O. D.; Miguez, Joaquín

Nudging the particle Filter Artículo de revista

En: Statistics and Computing, vol. 30, pp. 305-330, 2019.

Enlaces | BibTeX | Etiquetas: approximation errors, Data assimilation, Model errors, Nudging, Particle filtering, Robust filtering

2018

Crisan, Dan; Míguez, Joaquín

Nested particle filters for online parameter estimation in discrete-time state-space Markov models Artículo de revista

En: Bernoulli, vol. 24, no. 4A, pp. 3039 – 3086, 2018.

Enlaces | BibTeX | Etiquetas: error bounds, model inference, Monte Carlo, Parameter estimation, Particle filtering, recursive algorithms, State space models

2016

Míguez, Joaquín; Vázquez, Manuel A

A Proof of Uniform Convergence Over Time for a Distributed Particle Filter Artículo de revista

En: Signal Processing, vol. 122, pp. 152–163, 2016, ISSN: 01651684.

Resumen | Enlaces | BibTeX | Etiquetas: Convergence analysis, Distributed algorithms, Journal, Parallelization, Particle filtering, Wireless Sensor Networks