Title :
Linear modeling in the presence of nonlinear distortions
Author :
Schoukens, Johan ; Pintelon, Rik ; Dobrowiecki, Tadeusz
Author_Institution :
Dept. ELEC, Vrije Univ., Brussels, Belgium
fDate :
8/1/2002 12:00:00 AM
Abstract :
In this paper, we set up a framework to deal with nonlinear distortions in a linear modeling framework. The nonlinear system is replaced by a linear system plus a noise source. The properties of this representation are given and a measurement technique to extract the linear model and the noise variance is developed. Eventually, the different aspects of this approach are discussed from a measurement, an identification and a design point of view.
Keywords :
identification; measurement theory; modelling; nonlinear distortion; nonlinear systems; identification; linear modeling framework; linear representation; measurement technique; noise source; noise variance extraction; nonlinear distortions; nonlinear systems; Buildings; Distortion measurement; Environmental economics; Linear approximation; Linear systems; Measurement techniques; Nonlinear distortion; Nonlinear systems; Software packages; Time measurement;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2002.803298