| Issue |
ITM Web Conf.
Volume 24, 2019
AMCSE 2018 - International Conference on Applied Mathematics, Computational Science and Systems Engineering
|
|
|---|---|---|
| Article Number | 02006 | |
| Number of page(s) | 4 | |
| Section | Computers | |
| DOI | https://doi.org/10.1051/itmconf/20192402006 | |
| Published online | 01 February 2019 | |
Identification of Nonparametric Nonlinear Systems
1
ESTM, LEM2A, Electrical Engineering Department, Moulay Ismail University, Meknès, Morocco
2
ENSAM, IMSM, L2MC, AEEE Department, Moulay Ismail University, Meknès, Morocco
* Corresponding author: benyassimohamed@yahoo.fr.
Presently, a modelling and identification of nonlinear systems is proposed. This study is developed based on spectral approach. The proposed nonlinear system is nonparametric and can be described by Hammerstein models. These systems consist of nonlinear element followed by a linear block. This latter (the linear subsystem) is not necessarily parametric and the nonlinear function can be nonparametric smooth nonlinearity. This identification problem of Hammerstein models is studied in the presence of possibly infinite-order linear dynamics. The determination of linear and nonlinear block can be done using a unique stage.
© The Authors, published by EDP Sciences, 2019
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