2023
DOI: 10.5755/j02.eie.33838
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Identification of Nonlinear Systems Using the Hammerstein-Wiener Model with Improved Orthogonal Functions

Abstract: Hammerstein-Wiener systems present a structure consisting of three serial cascade blocks. Two are static nonlinearities, which can be described with nonlinear functions. The third block represents a linear dynamic component placed between the first two blocks. Some of the common linear model structures include a rational-type transfer function, orthogonal rational functions (ORF), finite impulse response (FIR), autoregressive with extra input (ARX), autoregressive moving average with exogenous inputs model (AR… Show more

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