Nonlinear Induced Variance of Frequency Response Function Measurements

被引:8
|
作者
Schoukens, Johan [1 ]
Barbe, Kurt [1 ]
Vanbeylen, Laurent [1 ]
Pintelon, Rik [1 ]
机构
[1] Vrije Univ Brussel, Dept Fundamental Elect & Instrumentat ELEC, B-1050 Brussels, Belgium
关键词
Model uncertainty; nonlinear systems; variance frequency response function (FRF); LTI APPROXIMATION; SYSTEMS;
D O I
10.1109/TIM.2009.2032967
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper analyzes the variance of the estimated frequency response function (FRF) (G) over cap (BLA) of the best linear approximation G(BLA) to a nonlinear system that is driven by random excitations. (G) over cap (BLA) varies not only due to the disturbing measurement and process noise but also over different realizations of the random excitation because the nonlinear distortions depend on the input realization. It will be shown that the variance expression sigma(2)((G) over cap BLA) that is obtained in the linear framework can also be used to calculate the variance that is induced by the nonlinear distortions. This validates the common engineering practice, where the linear FRF methodology is often used under nonlinear conditions.
引用
收藏
页码:2468 / 2474
页数:7
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