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A log-frequency approach to the identification of the Wiener-Hammerstein model
October 1, 2009
      
  
    Journal Article
      
  
    Published in:
  
      IEEE Sig. Proc. Lett., Vol. 16, No. 10, October 2009, pp. 889-892.
      
  
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    Summary
In this paper we present a simple closed-form solution to the Wiener-Hammerstein (W-H) identification problem. The identification process occurs in the log-frequency domain where magnitudes and phases are separable. We show that the theoretically optimal W-H identification is unique up to an amplitude, phase and delay ambiguity, and that the nonlinearity enables the separate identification of the individual linear time invariant (LTI) components in a W-H architecture.
      
  
    Summary
In this paper we present a simple closed-form solution to the Wiener-Hammerstein (W-H) identification problem. The identification process occurs in the log-frequency domain where magnitudes and phases are separable. We show that the theoretically optimal W-H identification is unique up to an amplitude, phase and delay ambiguity, and that the...
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