109 citations · 955 across the 41 of their papers we have counts for
3 papers · 1 filter
Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments
A. De Angelis, J. Schoukens, K. R. Godfrey +1
The problem of measuring the best linear approximation of a nonlinear system by means of multilevel excitation sequences is analyzed. A comparison between different types of sequen…
Parameter reduction in nonlinear state-space identification of hysteresis
Alireza Fakhrizadeh Esfahani, Philippe Dreesen, Koen Tiels +2
Hysteresis is a highly nonlinear phenomenon, showing up in a wide variety of science and engineering problems. The identification of hysteretic systems from input-output data is a…
D-Optimal Input Design for Nonlinear FIR-type Systems:A Dispersion-based Approach
Alexander De Cock, Michel Gevers, Johan Schoukens
Optimal input design is an important step of the identification process in order to reduce the model variance. In this work a D-optimal input design method for finite-impulse-respo…