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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...

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Detalles Bibliográficos
Principais autores: Michael A. Kouritzin, Anne Mackay, Nicolas Vellone-Scott
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2020-01-01
Series:IEEE Access
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Acceso en liña:https://ieeexplore.ieee.org/document/9174988/
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