Identification of Wiener-Hammerstein model with multisegment piecewise-linear characteristic

This paper studies the identification of the wiener-Hammerstein model where the static nonlinearities are surrounded by two linear dynamic system. Therefore, we use a special form of nonlinearity representation `the multisegment piecewise-linear characteristic' and the half-substitution approac...

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Hauptverfasser: Hafsi, S., Laabidi, K., Ksouri-Lahmari, M.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:This paper studies the identification of the wiener-Hammerstein model where the static nonlinearities are surrounded by two linear dynamic system. Therefore, we use a special form of nonlinearity representation `the multisegment piecewise-linear characteristic' and the half-substitution approach to linearize and to separate the model parameters. Hence, due to linearity in the model parameters, we use the recursive least squares.
ISSN:2158-8473
2158-8481
DOI:10.1109/MELCON.2012.6196367