January 1, 1999

Iterative algorithm for parameter identification of Hammerstein systems with two-segment nonlinearities

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Abstract

This paper deals with parameter identification of Hammerstein systems having two-segment polynomial nonlinearities. The application of a simple decomposition technique and using switching sequences provide a special form of a Hammerstein model that is linear-in-parameters. This model is used in an iterative algorithm, enabling simultaneous estimation of all of the model parameters. To demonstrate the feasibility of the identification method, more illustrative examples are included.

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Jozef Vörös (Fri,) studied this question.

synapsesocial.com/papers/6a20644d67e003a2985ae8b6 https://doi.org/https://doi.org/10.1109/9.802933

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