Title :
Measurement and identification of nonlinear systems consisting of linear dynamic blocks and one static nonlinearity
Author :
Vandersteen, Gerd ; Schoukens, Johan
Author_Institution :
Dept. ELEC, Vrije Univ., Brussels, Belgium
fDate :
6/1/1999 12:00:00 AM
Abstract :
This paper considers the measurement and the identification of nonlinear time-invariant single-input/single-output (SISO) systems, consisting of a multivariable linear dynamic system and one static nonlinear SISO system. This includes Wiener-Hammerstein systems in a linear feedback loop. The nonparametric 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; feedback; frequency response; identification; measurement systems; multivariable systems; nonlinear systems; Wiener-Hammerstein systems; electronic circuit; frequency response functions; linear dynamic blocks; linear feedback loop; multivariable linear dynamic system; nonlinear system identification; nonlinear system measurement; nonlinear time-invariant SISO systems; nonparametric identification; static nonlinearity; Control systems; Extraterrestrial measurements; H infinity control; Lyapunov method; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Orbits; Stability; Trajectory;
Journal_Title :
Automatic Control, IEEE Transactions on