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

Rik Pintelon, Ebrahim Louarroudi, John Lataire

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)
267 Downloads (Pure)

Abstract

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.
Original languageEnglish
Pages (from-to)2829-2837
Number of pages9
JournalIEEE Transactions on Instrumentation and Measurement
Volume64
Issue number10
DOIs
Publication statusPublished - 1 Oct 2015

Keywords

  • Arbitrary time variation
  • multisine nonlinear distortions
  • nonparametric estimates
  • nonparametric noise model
  • periodic excitations
  • 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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