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
Link To Document :
بازگشت