Gabriel Terejanu

ENLLVM: Ensemble Based Nonlinear Bayesian Filtering Using Linear Latent Variable Models

Real-time nonlinear Bayesian filtering algorithms are overwhelmed by data volume, velocity and increasing complexity of computational models. In this paper, we propose a novel ensemble based nonlinear Bayesian filtering approach which only requires a small number of simulations and can be applied to…