Title :
On the Equivalence between some Block Oriented Nonlinear Models and Nonlinear Polynomial State Space Models
Author :
Paduart, Johan ; Schoukens, Johan ; Gomme, Liesbeth
Author_Institution :
Vrije Univ. Brussel, Brussels
Abstract :
In order to determine how rich the class of nonlinear polynomial state space models is, a comparison with some standard block-oriented nonlinear models is made. The pros and cons of both modelling approaches are discussed, and illustrated on two real measurement examples.
Keywords :
equivalence classes; identification; nonlinear systems; polynomials; state-space methods; Hammerstein system; Wiener system; Wiener-Hammerstein system; block oriented nonlinear models; identification; nonlinear feedback system; nonlinear polynomial state space models; Biological system modeling; Instrumentation and measurement; Linear approximation; MIMO; Nonlinear systems; Polynomials; Space technology; State-space methods; Technological innovation; Vectors; Identification; Nonlinear systems; State space methods;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379029
