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New Branching Filters With Explicit Negative Dependence

Particle filters are used to solve nonlinear filtering problems. We focus on the sampling step of a particle filter and present new algorithms that introduce explicit negative dependence between the number of particles reassigned at each location, with the goal of improving the performance of the fi...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Michael A. Kouritzin, Anne Mackay, Nicolas Vellone-Scott
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: IEEE 2020-01-01
Sarja:IEEE Access
Aiheet:
Linkit:https://ieeexplore.ieee.org/document/9174988/
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