On identification of block orientated systems by non-parametric techniques

A KRZYŻAK, MA PARTYKA - International journal of systems …, 1993 - Taylor & Francis
The identification of block orientated systems is discussed. Particular attention is devoted to
memoryless and dynamic systems with cascade structure. An optimal model of a …

Non-parametric identification of a memoryless system with a cascade structure

W GREBLICKI, A KRZYZAK - International Journal of Systems …, 1979 - Taylor & Francis
The optimal cascade model of a system with a cascade structure is presented and a non-
parametric identification procedure is introduced. Consistency of identification procedures is …

Non-parametric identification of dynamic non-linear systems by a Hermite Series Approach

A Krzyżak, JZ Sasiadek, B Kégl - International Journal of Systems …, 2001 - Taylor & Francis
Non-linear dynamic block-oriented systems of Hammerstein and Wiener type are identified.
The Hammerstein system consists of a memoryless non-linearity followed by a dynamic …

On estimation of nonlinear systems by nonparametric techniques

A Krzyzak, R Unbehauen - … on Circuits and Systems-ISCAS'94, 1994 - ieeexplore.ieee.org
In the paper the estimation of block oriented systems is discussed. Particular attention is
devoted to memoryless and dynamical systems with cascade structure. An optimal model of …

On nonparametric estimation of nonlinear dynamic systems by the Fourier series estimate

A Krzyżak - Signal Processing, 1996 - Elsevier
The paper deals with estimation of block oriented systems by the Fourier series estimate.
Three types of systems are considered: cascade of nonlinear memoryless systems …

[图书][B] Nonparametric system identification

W Greblicki, M Pawlak - 2008 - researchgate.net
The aim of this book is to show that the nonparametric regression can be successfully
applied to system identification and how much can be achieved in this way. It gathers what …

Structure identification of continuous nonlinear dynamical systems

B Shanshiashvili, A Prangishvili - Procedia computer science, 2017 - Elsevier
A problem of structure identification of continuous nonlinear dynamical systems on the set of
continuous block-oriented models is considered. Methods of structure identification in steady …

A blind approach to identification of Hammerstein systems

J Wang, A Sano, T Chen, B Huang - Block-oriented Nonlinear System …, 2010 - Springer
Hammerstein systems form a class of block-oriented nonlinear models, where a static
nonlinearity precedes a linear dynamic system. There exist a large number of works on the …

Identification of block-oriented systems in the presence of nonparametric input nonlinearities of switch and backlash types

Y Rochdi, F Giri, JB Gning, FZ Chaoui - Automatica, 2010 - Elsevier
The problem of identifying Hammerstein-like systems containing dynamic nonlinearities, of
the switch or backlash types, is considered. Interestingly, the nonlinearity borders are …

Nonlinear system identification under various prior knowledge

Z Hasiewicz, P law Śliwiński, G Mzyk - IFAC Proceedings Volumes, 2008 - Elsevier
In the note the class of block-oriented dynamic nonlinear systems is considered, in
particular, Hammerstein and Wiener systems are investigated. Several algorithms for …