Frequency domain identification of Wiener models |
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Authors: | Er-Wei Bai [Author Vitae] |
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Affiliation: | Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA |
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Abstract: | This paper proposes a frequency domain algorithm for Wiener model identifications based on exploring the fundamental frequency and harmonics generated by the unknown nonlinearity. The convergence of the algorithm is established in the presence of white noise. No a priori knowledge of the structure of the nonlinearity is required and the linear part can be nonparametric. |
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Keywords: | System identification Parameter estimation Nonlinear systems Wiener systems |
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