Title :
Detection and Quantification of the Influence of Time Variation in Frequency Response Function Measurements Using Arbitrary Excitations
Author :
Pintelon, Rik ; Louarroudi, Ebrahim ; Lataire, John
Author_Institution :
Dept. of ELEC, Vrije Univ. Brussel, Brussels, Belgium
Abstract :
This paper presents a nonparametric method for detecting and quantifying the influence of time variation in frequency response function measurements. The method is based on the estimation of the best linear time-invariant (BLTI) approximation of a linear time-variant (LTV) system from known input, noisy output data. The key idea consists in reformulating the single-input, single-output time-variant problem as a multiple-input, single-output time-invariant problem. In addition to the BLTI approximation of the LTV system, the contribution of the disturbing noise, the leakage error, and the time-varying effects at the output is also quantified. As such, the approximation error of the time-invariant framework is known.
Keywords :
approximation theory; frequency measurement; frequency response; BLTI approximation; LTV system; approximation error; arbitrary excitations; best linear time-invariant approximation; frequency response function measurements; linear time-variant system; noisy output data; nonparametric method; single-input time-variant problem; single-output time-variant problem; time variation influence detection; time variation influence quantification; Approximation methods; Frequency response; Polynomials; Time varying systems; Transfer functions; Best linear time-invariant approximation (BLTI); continuous-time; frequency response function (FRF); nonparametric modeling; slowly time-varying;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2012.2210327