Articles with "process observations" as a keyword



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Asymptotically Exact Unweighted Particle Filter for Manifold-Valued Hidden States and Point Process Observations

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Published in 2020 at "IEEE Control Systems Letters"

DOI: 10.1109/lcsys.2019.2951093

Abstract: The filtering of a Markov diffusion process on a manifold from counting process observations leads to ‘large’ changes in the conditional distribution upon an observed event, corresponding to a multiplication of the density by the… read more here.

Keywords: particle filter; process; asymptotically exact; filter ... See more keywords