Articles with "testing hammerstein" as a keyword



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Nonparametric Testing for Hammerstein Systems

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Published in 2022 at "IEEE Transactions on Automatic Control"

DOI: 10.1109/tac.2022.3171389

Abstract: We examine the problem of testing a parametric form of the nonlinearity of Hammerstein systems against a nonparametric alternative. This article proposes test statistics relying on nonparametric orthogonal series regression function estimates. An asymptotic theory… read more here.

Keywords: nonparametric testing; hammerstein systems; systems nonparametric; testing hammerstein ... See more keywords