Stability of non-linear filter for deterministic dynamics

نویسندگان

چکیده

<p style='text-indent:20px;'>This papers shows that nonlinear filter in the case of deterministic dynamics is stable with respect to initial conditions under observations are sufficiently rich, both context continuous and discrete time filters. Earlier works on stability filters stochastic assume like compact state space or independent observation model, whereas we prove for more general assumptions process. We give several examples systems satisfy these assumptions. also show asymptotic structure filtering distribution related dynamical properties signal.</p>

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ژورنال

عنوان ژورنال: Foundations of data science

سال: 2021

ISSN: ['2639-8001']

DOI: https://doi.org/10.3934/fods.2021025