Identification of nonlinear systems using the Wiener model

SA Billings, SY Fakhouri - Electronics letters, 1977 - infona.pl
An algorithm for the identification of nonlinear systems which can be described by a Wiener
model consisting of a linear system followed by a single-valued nonlinearity is presented …

Identification of a class of nonlinear systems using correlation analysis

SA Billings, SY Fakhouri - Proceedings of the Institution of Electrical Engineers, 1978 - IET
An algorithm is presented for the identification of nonlinear systems which can be described
by a model consisting of a linear system in cascade with a nonlinear element followed by …

Non-linear system identification using the Hammerstein model

SA Billings, SY Fakhouri - International Journal of Systems …, 1979 - Taylor & Francis
An algorithm for the identification of non-linear systems which can be described by a
Hammerstein model consisting of a single-valued non-linearity followed by a linear system …

[PDF][PDF] Recursive identification of Wiener systems

W Greblicki - 2001 - zbc.uz.zgora.pl
A Wiener system, ie a cascade system consisting of a linear dynamic subsystem and a
nonlinear memoryless subsystem is identified. The a priori information is nonparametric, ie …

Nonlinear system identification

RD Nowak - Circuits, Systems and Signal Processing, 2002 - Springer
This paper provides an overview of nonlinear system identification methodologies. The
theory and application of nonlinear system identification is vast, and this overview is not …

Nonparametric approach to Wiener system identification

W Greblicki - IEEE Transactions on Circuits and Systems I …, 1997 - ieeexplore.ieee.org
A Wiener system, ie, a system consisting of a linear dynamic subsystem followed by a
memoryless nonlinear one is identified. The system is driven by a stationary white Gaussian …

Wiener-hammerstein benchmark

J Schoukens, L Ljung - 2009 - diva-portal.org
This paper describes a benchmark for nonlinear system identification. A Wiener-
Hammerstein system is selected as test object. In such a structure there is no direct access …

[图书][B] Identification of nonlinear systems using neural networks and polynomial models: a block-oriented approach

A Janczak - 2004 - books.google.com
This monograph systematically presents the existing identification methods of nonlinear
systems using the block-oriented approach It surveys various known approaches to the …

Nonparametric identification of Wiener systems

W Greblicki - IEEE Transactions on information theory, 1992 - ieeexplore.ieee.org
A Wiener system, ie, a system in which a linear dynamic part is followed by a nonlinear and
memoryless one, is identified. No parametric restriction is imposed on the functional form of …

Wiener system identification using the maximum likelihood method

A Wills, L Ljung - Block-oriented nonlinear system identification, 2010 - Springer
Within the class of nonlinear system models, the so-called block-oriented models have
gained wide recognition and attention by the system identification and automatic control …