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Identification of Hammerstein Systems with Wavelet Expansion

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Abstract This paper addresses identifiaction of Hammerstein systems using wavelet expansion from noise corrupted data. When the static memoryless nonlinear part of Hammerstein systems can be considered as the ...sum of some known functions, the linear part can be estimated as a multi-input single-output (MISO) system with the numerical algorithm for subspace state space system identification method (N4SID). Simulation results illustrate this approach is effective.show more

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Created Date 2012.09.13
Modified Date 2020.10.26

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