Time-Variant Frequency Response Function Measurements on Weakly Nonlinear, Arbitrarily Time-Varying Systems Excited by Periodic Inputs

被引:10
|
作者
Pintelon, Rik [1 ]
Louarroudi, Ebrahim [1 ]
Lataire, John [1 ]
机构
[1] Vrije Univ Brussel, Dept Elect, B-1050 Brussels, Belgium
关键词
Arbitrary time variation; multisine; nonlinear distortions; nonparametric estimates; nonparametric noise model; periodic excitations; time-variant frequency response function (TV-FRF); time-variant systems; HYBRID SYSTEMS; IDENTIFICATION; EXCITATIONS; VIBRATION; DYNAMICS;
D O I
10.1109/TIM.2015.2426351
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
In quite some applications, the linear dynamics of the system under test evolve over time in a smooth nonperiodic manner. The dynamic behavior of such systems is uniquely described by the time-variant frequency response function (TV-FRF). However, since most real-life systems behave nonlinearly to some extent, it is important to detect and quantify the deviation between the ideal linear time-variant (LTV) framework and the true non-LTV dynamics. Therefore, in this paper, a nonparametric estimation procedure is developed for detecting and quantifying the noise level and the level of the nonlinear distortions in TV-FRF measurements using random-phase multisine excitations. As a result, the users can decide whether or not the LTV framework is accurate enough to describe the true dynamics in their particular application. The proposed measurement procedure is illustrated on a time-variant electronic circuit.
引用
收藏
页码:2829 / 2837
页数:9
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