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MapReduce particle filtering with exact resampling and deterministic runtime

Particle filtering is a numerical Bayesian technique that has great potential for solving sequential estimation problems involving non-linear and non-Gaussian models. Since the estimation accuracy achieved by particle filters improves as the number of particles increases, it is natural to consider a...

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Podrobná bibliografie
Vydáno v:EURASIP J Adv Signal Process
Hlavní autoři: Thiyagalingam, Jeyarajan, Kekempanos, Lykourgos, Maskell, Simon
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer International Publishing 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6959401/
https://ncbi.nlm.nih.gov/pubmed/32010202
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13634-017-0505-9
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