Title :
Detection and Quantification of the Influence of Time Variation in Closed-Loop Frequency-Response-Function Measurements
Author :
Pintelon, Rik ; Louarroudi, Ebrahim ; Lataire, J.
Author_Institution :
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
Abstract :
Recently, a method has been developed for detecting and quantifying the time variation in frequency response function (FRF) measurements using arbitrary excitations. The following basic assumptions have been made: 1) The input is known exactly (generalized output error stochastic framework), and 2) the time-variant system operates in an open loop. The latter excludes any interaction between the time-variant system and the generator/actuator. In this paper, we extend the results of the work by Pintelon to noisy input-output observations (errors-in-variables stochastic framework) of time-variant systems operating in a closed loop.
Keywords :
closed loop systems; frequency measurement; frequency response; time-varying systems; actuator; arbitrary excitations; closed loop FRF measurement; frequency response function; generator; quantification; time variation detection; time-variant system; Actuators; Discrete Fourier transforms; Impedance; Least squares approximation; Niobium; Time varying systems; Best linear time-invariant (BLTI) approximation; continuous time; errors in variables; feedback; frequency response function (FRF); nonparametric modeling; slowly time varying;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2013.2245183