2019
On Nonparametric Identification of Wiener Systems with Deterministic Inputs
ICASSP 2019accepted
The identification of nonlinear Wiener models (NWMs) for deterministic inputs and Gaussian noise is studied. We show that the nonparametric kernel regression estimation of the nonlinearity of a NWM (based on the Nadaraya-Watson kernel estimator) can be formulated as a parametric estimation problem l…