Identification of Continuous-Time Hammerstein Systems by Simultaneous Perturbation Stochastic Approximation

This paper proposes an identification method for Hammerstein systems using simultaneous perturbation stochastic approximation (SPSA). Here, the structure of nonlinear subsystem is assumed to be unknown, while the structure of linear subsystem, such as the system order, is assumed to be available. Th...

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Bibliographic Details
Main Authors: Mohd Ashraf, Ahmad, Azuma, Shun-ichi, Sugie, Toshiharu
Format: Article
Language:English
Published: Elsevier 2016
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/11129/1/Identification%20of%20continuous1.pdf
http://umpir.ump.edu.my/id/eprint/11129/
http://dx.doi.org/10.1016/j.eswa.2015.08.041
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