Articles with "stein particle" as a keyword



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Stein Particle Filter for Nonlinear, Non-Gaussian State Estimation

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Published in 2022 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2022.3153705

Abstract: Estimation of a dynamical system’s latent state subject to sensor noise and model inaccuracies remains a critical yet difficult problem in robotics. While Kalman filters provide the optimal solution in the least squared sense for… read more here.

Keywords: stein particle; state; non gaussian; particle filter ... See more keywords