DocumentCode
2600480
Title
Upper bounding the variations of the best linear approximation of a nonlinear system in a power sweep measurement
Author
Schoukens, Johan ; Dobrowiecki, Tadeusz ; Rolain, Y. ; Pintelon, Rik
Author_Institution
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
fYear
2009
fDate
5-7 May 2009
Firstpage
1514
Lastpage
1519
Abstract
In many engineering applications, linear models are preferred, even if it is known that the system is nonlinear. A large class of nonlinear systems, excited with random excitations, can be represented as Y = GBLAU + YS, with GBLA the best linear approximation, and YS a nonlinear noise source that represents that part of the output that is not captured by the linear approximation. Because GBLA not only depends upon the linear dynamics, but also on the nonlinear distortions, it will vary if the input power is changed. In this paper, we study under what conditions (class of excitations, class of nonlinear systems) these variations of GBLA can be bounded, starting from the knowledge of the power spectrum SYS. Since SYS can be easily measured using well designed measurement procedures, it becomes possible to provide the designer with an upper bound for the variations of GBLA, leading to more robust design procedures.
Keywords
approximation theory; nonlinear distortion; nonlinear systems; power measurement; stochastic processes; linear approximation; nonlinear distortion; nonlinear noise source; nonlinear system; power spectrum; power sweep measurement; stochastic nonlinearity; Gaussian noise; Information systems; Instrumentation and measurement; Linear approximation; Linear systems; Noise robustness; Nonlinear systems; Power engineering and energy; Power measurement; US Government;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
Conference_Location
Singapore
ISSN
1091-5281
Print_ISBN
978-1-4244-3352-0
Type
conf
DOI
10.1109/IMTC.2009.5168695
Filename
5168695
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