Title :
Identification of linear systems in the presence of nonlinear distortions
Author :
Pintelon, Rik ; Schoukens, Johan ; Van Moer, Wendy ; Rolain, Yves
Author_Institution :
Dept. of Electr. Meas., Vrije Univ., Brussels, Belgium
fDate :
8/1/2001 12:00:00 AM
Abstract :
This paper treats the identification of linear systems in the presence of nonlinear distortions. It extends the theory developed for measurement setups where the input is exactly known and the output is observed with errors (output error framework) to measurement setups where both the input and output are observed with errors (errors-in-variables framework). An appropriate measurement strategy and identification algorithm are presented
Keywords :
linear systems; measurement errors; measurement theory; nonlinear distortion; errors-in-variables framework; identification algorithm; linear systems; measurement setups; measurement strategy; nonlinear distortions; output error framework; Approximation algorithms; Approximation error; Distortion measurement; Least squares approximation; Linear approximation; Linear systems; Nonlinear distortion; Nonlinear dynamical systems; Nonlinear systems; Transfer functions;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
