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A Blind Approach to the Hammerstein-Wiener Model Identification
Book chapter

A Blind Approach to the Hammerstein-Wiener Model Identification

Er-Wei Bai
Block-oriented Nonlinear System Identification, pp.313-332
Lecture Notes in Control and Information Sciences, Springer London
2010
DOI: 10.1007/978-1-84996-513-2_19

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Abstract

The work of this chapter is a continuation of [3]. Unlike in [3] where a very special structure is assumed, however, the blind approach in this chapter allows a very general structure on the nonlinearities. In particular, the input nonlinearity structure can be arbitrary and is not assumed to be known. By using the blind identification approach, all the unknown internal variables can be recovered solely based on the output measurements.
Hammerstein Model Input Nonlinearity Inverse Approach Output Nonlinearity Wiener Model

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