Title :
Measurement and identification of nonlinear systems consisting out of linear dynamic blocks and one static nonlinearity
Author :
Vandersteen, G. ; Schoukens, J.
Author_Institution :
Dept. ELEC, Vrije Univ., Brussels, Belgium
Abstract :
This paper considers the measurement and the identification of nonlinear time-invariant single input-single output (SISO) systems, consisting out of a multivariable linear dynamic system and one static nonlinear SISO system. This includes Wiener-Hammerstein systems in a linear feedback loop. The non-parametric identification of the frequency response functions of the linear parts are obtained without measuring the signals over the static nonlinearity. Measurements on an electronic circuit demonstrate the usability of this identification scheme
Keywords :
computerised instrumentation; control system analysis; feedback; frequency response; nonlinear dynamical systems; parameter estimation; stochastic systems; SISO; Wiener-Hammerstein systems; frequency response functions; identification; linear dynamic blocks; linear parts; measurement; multivariable linear dynamic system; non-parametric identification; nonlinear systems; static nonlinear SISO; static nonlinearity; time-invariant single input-single output systems; Delay; Electronic circuits; Feedback loop; Frequency measurement; Frequency response; Linear systems; Nonlinear dynamical systems; Nonlinear systems; Signal processing; Usability;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1997. IMTC/97. Proceedings. Sensing, Processing, Networking., IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-3747-6
DOI :
10.1109/IMTC.1997.610207