J. Schoukens

Most-cited papers

1. System Identification

   Rik Pintelon, J. Schoukens

   2018Control Theory for Physicists2,307 citations

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2. Nonlinear System Identification: A User-Oriented Road Map

   J. Schoukens, L. Ljung

   2019IEEE Control Systems416 citations Open access

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3. Linear System Identification in a Nonlinear Setting: Nonparametric Analysis of the Nonlinear Distortions and Their Impact on the Best Linear Approximation

   J. Schoukens, M. Vaes, R. Pintelon

   2016IEEE Control Systems100 citations Open access

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4. Real-time feedback control of the impurity emission front in tokamak divertor plasmas

   T. Ravensbergen, M. van Berkel, A. Perek, C. Galperti +12 more

   2021Nature Communications70 citations Open access

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5. Regularized nonparametric Volterra kernel estimation

   Georgios Birpoutsoukis, A. Marconato, J. Lataire, J. Schoukens

   2017at - Automatisierungstechnik69 citations Open access

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6. A nonlinear state-space approach to hysteresis identification

   J. Noël, Alireza Fakhrizadeh Esfahani, G. Kerschen, J. Schoukens

   2016arXiv.org66 citations Open access

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7. Nonparametric Data-Driven Modeling of Linear Systems: Estimating the Frequency Response and Impulse Response Function

   J. Schoukens, K. Godfrey, M. Schoukens

   2018IEEE Control Systems55 citations Open access

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8. Filter-based regularisation for impulse response modelling

   A. Marconato, M. Schoukens, J. Schoukens

   2016arXiv.org54 citations Open access

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9. Data-Driven Nonlinear Identification of Li-Ion Battery Based on a Frequency Domain Nonparametric Analysis

   Rishi Relan, Y. Firouz, Jean-Marc Timmermans, J. Schoukens

   2017IEEE Transactions on Control Systems Technology40 citations Open access

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10. Efficient Multidimensional Regularization for Volterra Series Estimation

    Georgios Birpoutsoukis, P. Z. Csurcsia, J. Schoukens

    2018arXiv.org39 citations Open access

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11. A comparative overview of frequency domain methods for nonlinear systems

    Dj David Rijlaarsdam, P. Nuij, J. Schoukens, M. Steinbuch

    201736 citations

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12. Improved tactile resonance sensor for robotic assisted surgery

    D. O. Uribe, J. Schoukens, R. Stroop

    201834 citations Open access

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13. Grey-box state-space identification of nonlinear mechanical vibrations

    J. Noël, J. Schoukens

    2018International Journal of Control30 citations Open access

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14. Tensor methods for MIMO decoupling and control design using frequency response functions

    J. Stoev, J. Ertveldt, T. Oomen, J. Schoukens

    201729 citations Open access

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15. Parameter reduction in nonlinear state-space identification of hysteresis

    Alireza Fakhrizadeh Esfahani, P. Dreesen, K. Tiels, J. Noël +1 more

    2017arXiv.org29 citations Open access

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16. Nonlinear state-space modelling of the kinematics of an oscillating circular cylinder in a fluid flow

    J. Decuyper, T. De Troyer, M. Runacres, K. Tiels +1 more

    2018arXiv.org28 citations Open access

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17. D-optimal input design for nonlinear FIR-type systems: A dispersion-based approach

    A. De Cock, M. Gevers, J. Schoukens

    2016at - Automatisierungstechnik28 citations Open access

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18. Information matrix and D-optimal design with Gaussian inputs for Wiener model identification

    K. Mahata, J. Schoukens, A. De Cock

    2016at - Automatisierungstechnik27 citations

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19. Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling

    J. Decuyper, K. Tiels, M. Runacres, J. Schoukens

    2020Mechanical systems and signal processing23 citations Open access

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20. Practical Issues in the Synthesis of Ternary Sequences

    A. De Angelis, J. Schoukens, K. Godfrey, P. Carbone

    2017IEEE Transactions on Instrumentation and Measurement23 citations Open access

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21. An Unstructured Flexible Nonlinear Model for the Cascaded Water-tanks Benchmark

    Rishi Relan, K. Tiels, A. Marconato, J. Schoukens

    201722 citations Open access

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22. Modeling the Nonlinear Cortical Response in EEG Evoked by Wrist Joint Manipulation

    M. P. Vlaar, Georgios Birpoutsoukis, J. Lataire, M. Schoukens +3 more

    2018IEEE transactions on neural systems and rehabilitation engineering21 citations Open access

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23. Quick Estimation of Periodic Signal Parameters From 1-Bit Measurements

    P. Carbone, J. Schoukens, A. Moschitta

    2020IEEE Transactions on Instrumentation and Measurement20 citations Open access

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24. Structure Detection of Wiener–Hammerstein Systems With Process Noise

    E. Zhang, M. Schoukens, J. Schoukens

    2017IEEE Transactions on Instrumentation and Measurement20 citations Open access

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25. Low-Complexity Electrochemical-Impedance Spectroscopy for Battery Monitoring

    P. Carbone, A. De Angelis, J. Schoukens, A. Moschitta +1 more

    2023IEEE Transactions on Instrumentation and Measurement19 citations

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26. User-friendly nonlinear nonparametric estimation framework for vibro-acoustic industrial measurements with multiple inputs

    P. Z. Csurcsia, B. Peeters, J. Schoukens

    2020Mechanical systems and signal processing19 citations Open access

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27. Decoupling Multivariate Polynomials for Nonlinear State-Space Models

    J. Decuyper, P. Dreesen, J. Schoukens, M. Runacres +1 more

    2019IEEE Control Systems Letters19 citations Open access

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28. Dynamic Signal Measurements Based on Quantized Data

    P. Carbone, J. Schoukens, A. Moschitta

    2017IEEE Transactions on Instrumentation and Measurement19 citations Open access

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29. The transient impulse response modeling method for non-parametric system identification

    Per Hagg, J. Schoukens, M. Gevers, H. Hjalmarsson

    2016at - Automatisierungstechnik19 citations

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30. A data-driven nonlinear state-space model of the unsteady lift force on a pitching wing

    M. F. Siddiqui, T. De Troyer, J. Decuyper, P. Z. Csurcsia +2 more

    2022Journal of Fluids and Structures17 citations Open access

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31. Using Decoupling Methods to Reduce Polynomial NARX Models

    D. Westwick, G. Hollander, Kiana Karami, J. Schoukens

    201817 citations Open access

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32. One-Bit Constrained Measurements of Parametric Signals

    P. Carbone, J. Schoukens, A. De Angelis, A. Moschitta +1 more

    2022IEEE Transactions on Instrumentation and Measurement16 citations Open access

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33. Applying Polynomial Decoupling Methods to the Polynomial NARX Model

    Kiana Karami, D. Westwick, J. Schoukens

    2021Mechanical systems and signal processing16 citations Open access

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34. Estimating Respiratory Impedance at Breathing Frequencies Using Regularized Least Squares on Forced Oscillation Technique Measurements

    Hannes Maes, M. Zivanovic, J. Schoukens, G. Vandersteen

    2017IEEE Transactions on Instrumentation and Measurement16 citations

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35. Polynomial State-Space Model Decoupling for the Identification of Hysteretic Systems

    Alireza Fakhrizadeh Esfahani, P. Dreesen, K. Tiels, J. Noël +1 more

    201713 citations Open access

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36. Nonparametric volterra kernel estimation using regularization

    Georgios Birpoutsoukis, J. Schoukens

    20152015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings13 citations

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37. A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow

    J. Decuyper, T. De Troyer, K. Tiels, J. Schoukens +1 more

    2020Journal of Fluids and Structures12 citations Open access

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38. Using the Best Linear Approximation With Varying Excitation Signals for Nonlinear System Characterization

    Alireza Fakhrizadeh Esfahani, J. Schoukens, L. Vanbeylen

    2016IEEE Transactions on Instrumentation and Measurement12 citations Open access

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39. Simplified Analysis for Multiple Input Systems: A Toolbox Study Illustrated on F-16 Measurements

    P. Z. Csurcsia, B. Peeters, J. Schoukens, T. De Troyer

    2020Vibration11 citations Open access

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40. Extending the Best Linear Approximation Framework to the Process Noise Case

    M. Schoukens, R. Pintelon, T. Dobrowiecki, J. Schoukens

    2018IEEE Transactions on Automatic Control11 citations Open access

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41. Astronomical component estimation (ACE v.1) by time-variant sinusoidal modeling

    M. Sinnesael, M. Zivanovic, D. De Vleeschouwer, P. Claeys +1 more

    201611 citations Open access

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42. Measuring the Noise Cumulative Distribution Function Using Quantized Data

    P. Carbone, J. Schoukens, I. Kollár, A. Moschitta

    2016IEEE Transactions on Instrumentation and Measurement11 citations Open access

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43. A frequency domain approach for local module identification in dynamic networks

    K. R. Ramaswamy, P. Z. Csurcsia, J. Schoukens, P. V. D. Van den Hof

    2021at - Automatisierungstechnik10 citations Open access

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44. Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments

    A. De Angelis, J. Schoukens, K. Godfrey, P. Carbone

    2017IEEE Transactions on Instrumentation and Measurement10 citations Open access

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45. Decoupling multivariate functions using a non-parametric Filtered CPD approach

    J. Decuyper, K. Tiels, S. Weiland, J. Schoukens

    2021IFAC-PapersOnLine9 citations Open access

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46. Gaussian process regression for the estimation of generalized frequency response functions

    Jeremy G. Stoddard, Georgios Birpoutsoukis, J. Schoukens, J. Welsh

    2019at - Automatisierungstechnik8 citations Open access

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47. Tensor Factorization based Estimates of Parallel Wiener Hammerstein Models

    D. Westwick, M. Ishteva, P. Dreesen, J. Schoukens

    20178 citations Open access

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48. The Best Linear Approximation of MIMO Systems: First Results on Simplified Nonlinearity Assessment

    P. Z. Csurcsia, B. Peeters, J. Schoukens

    2019Nonlinear Structures and Systems, Volume 17 citations

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49. Nonparametric Volterra Series Estimate of the Cascaded Water Tanks Using Multidimensional Regularization

    Georgios Birpoutsoukis, P. Z. Csurcsia, J. Schoukens

    20177 citations Open access

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50. Grey-box nonlinear state-space modelling for mechanical vibrations identification

    J. Noël, J. Schoukens, G. Kerschen

    2016arXiv.org7 citations Open access

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