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[11-12, 2004] 

Journal of Electrical Engineering, Vol 55, 11-12 (2004) 328-331

AN ITERATIVE METHOD FOR HAMMERSTEIN-WIENER SYSTEMS PARAMETER IDENTIFICATION

Jozef Vörös

   The paper deals with parameter identification of nonlinear dynamic systems using Hammerstein-Wiener models. Multiple application of a decomposition technique provides special expressions for the model description that are linear in parameters. This allows iterative estimation of all model parameters based on the measured input/output data and estimates of internal variables. The proposed algorithm is illustrated by identification of systems with polynomial characteristics.

Keywords: nonlinear systems, identification, Hammerstein-Wiener model


[full-paper]


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