Generalized Wiener system identification: General backlash nonlinearity and finite impulse response linear part | Zendy

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Generalized Wiener system identification: General backlash nonlinearity and finite impulse response linear part

Author(s) -

Reyland John,

Bai ErWei

Publication year - 2014

Publication title -

international journal of adaptive control and signal processing

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.73

H-Index - 66

eISSN - 1099-1115

pISSN - 0890-6327

DOI - 10.1002/acs.2437

Subject(s) - backlash , identifiability , impulse response , nonlinear system , control theory (sociology) , system identification , mathematics , impulse (physics) , a priori and a posteriori , linear system , wiener deconvolution , algorithm , computer science , deconvolution , blind deconvolution , mathematical analysis , physics , artificial intelligence , control (management) , quantum mechanics , measure (data warehouse) , philosophy , statistics , epistemology , database

SUMMARY In this paper, we develop an algorithm for identification of the finite impulse response linear part of a block‐oriented Wiener System. The nonlinear block is a general backlash function with nonlinear ascending and descending functions. Only the horizontal axis intersection points are assumed known a priori. We propose an identification algorithm and establish identifiability. Simulation results are also presented and discussed. Copyright © 2013 John Wiley & Sons, Ltd.

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