Title :
Detecting a Time-Varying Behavior in Frequency Response Function Measurements
Author :
Lataire, John ; Louarroudi, Ebrahim ; Pintelon, Rik
Author_Institution :
Vrije Univ. Brussel, Brussels, Belgium
Abstract :
This paper provides data-driven tools to detect and quantify approximately the influence of the time variation of a system under test in classical frequency response function (FRF) measurements. To achieve this, the best linear time-invariant approximation of a linear time-varying system is defined and is estimated using existing FRF estimators. An analysis of the residuals of the latter estimation reveals the frequency band in which the contributions from the time variation dominates the disturbing measurement noise and, thus, is significant. All concepts are illustrated on a simulation and real measurement examples.
Keywords :
approximation theory; frequency measurement; frequency response; linear systems; measurement errors; time-varying systems; FRF measurement; data driven tool; frequency response function measurement; linear time-invariant approximation; linear time-varying system; measurement noise disturbance; time-varying behavior detection; Approximation methods; Discrete Fourier transforms; Frequency measurement; Frequency response; Noise; Time measurement; Time varying systems; Frequency domain; frequency response function (FRF); linear system; time-invariant approximation; time-varying systems;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2012.2197072