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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 language | English |
|---|---|
| Article number | 7740060 |
| Pages (from-to) | 177 - 190 |
| Number of pages | 14 |
| Journal | IEEE Transactions on Instrumentation and Measurement |
| Volume | 66 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 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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Dive into the research topics of 'Time-variant frequency response function measurement of multivariate time-variant systems operating in feedback'. Together they form a unique fingerprint.Projects
- 1 Finished
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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)
1/04/12 → 30/09/17
Project: Fundamental