In this paper we develop a method for identifying SISO Wiener-type nonlinear systems, that is, systems consisting of a linear dynamic system followed by a static nonlinearity. Unlike previous techniques developed for Wiener system identification, our approach allows the identification of systems with nonlinearities that are known but not necessarily invertible, continuous, differentiable, or analytic.
Identification of Wiener Systems With Known Noninvertible Nonlinearities1
Contributed by the Dynamic Systems and Control Division for publication in the JOURNAL OF DYNAMIC SYSTEMS, MEASUREMENT, AND CONTROL. Manuscript received by the Dynamic Systems and Control Division January 29, 2001. Associate Editor: S. Fassois.
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Lacy, S. L., Erwin, R. S., and Bernstein, D. S. (January 29, 2001). "Identification of Wiener Systems With Known Noninvertible Nonlinearities." ASME. J. Dyn. Sys., Meas., Control. December 2001; 123(4): 566–571. https://doi.org/10.1115/1.1409256
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