Time-variant frequency response function measurement of multivariate time-variant systems operating in feedback

Rik Pintelon, Ebrahim Louarroudi, John Lataire

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)
167 Downloads (Pure)

Abstract

The classical time-invariance assumption is often not (exactly) met in real-life applications. As a natural extension of the frequency response function (FRF), the time-variant FRF (TV-FRF) provides quick insight into the complex dynamics of time-variant systems. Recently, a procedure has been proposed to estimate nonparametrically the TV-FRF from known input, noisy output measurements of time-variant systems operating in open loop. However, in many applications, feedback is present either due to an explicit control action or due to the interaction between a nonideal actuator and the system under test. The extension of the open-loop approach to noisy input, noisy output measurements of time-variant systems operating in closed loop requires the deconvolution of the time-variant impulse response of the cascade of two time-variant systems. In this paper, this nontrivial problem is solved for a particular class of time-variant systems. The robustness of the approach with respect to the system assumption is demonstrated via simulations and measurements on an electronic circuit.
Original languageEnglish
Article number7740060
Pages (from-to)177 - 190
Number of pages14
JournalIEEE Transactions on Instrumentation and Measurement
Volume66
Issue number1
DOIs
Publication statusPublished - 1 Jan 2017

Keywords

  • Errors-in-variables
  • feedback
  • Legendre polynomials
  • nonparametric estimates
  • time-variant frequency response function (TV-FRF)
  • time-variant systems

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  • DWTC282: Dynamical systems, control and optimization

    Pintelon, R. (Administrative Promotor), Vandewalle, J. (Co-Promotor), Aeyels, D. (Co-Promotor), Sepulchre, R. (Co-Promotor), Kinnaert, M. (Co-Promotor), Vande Wouwer, A. (Co-Promotor), Blondel, V. (Coördinator), Winkin, J. (Co-Promotor), Boyd, S. (Co-Promotor) & Leonard, N. (Co-Promotor)

    1/04/1230/09/17

    Project: Fundamental

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