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.
|Number of pages||4|
|Journal||IEEE Signal Processing Letters|
|State||Published - 2009|
Bibliographical noteFunding Information:
Manuscript received April 13, 2009; revised June 20, 2009. First published June 30, 2009; current version published July 29, 2009. This work was supported by Air Force Contract FA8721-05-C-0002. Opinions, interpretations, conclusions and recommendations are those of the author and are not necessarily endorsed by the United States Government. The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Kenneth E. Barner.
- Nonlinear system identification
- Power amplifier modeling
- Wiener-Hammerstein system
ASJC Scopus subject areas
- Signal Processing
- Electrical and Electronic Engineering
- Applied Mathematics