Low-complexity Electrochemical-Impedance Spectroscopy for Battery Monitoring P. Carbone, A. De Angelis, J. Schoukens, A. Moschitta, F. Santoni IEEE Transactions on Instrumentation and Measurement, 2022, DOI: 10.1109/TIM.2022.3222478
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, J. Schoukens, M.C. Runacres Journal of Fluids and Structures 114 , 103706, 1-16, 2022, DOI: doi.org/10.1016/j.jfluidstructs.2022.103706
One-Bit Constrained Measurements of Parametric Signals P. Carbone, J. Schoukens, A. De Angelis, A. Moschitta, F. Santoni IEEE Transactions on Instrumentation and Measurement, 2022, DOI: 10.1109/TIM.2022.3181901
Decoupling multivariate functions using a nonparametric filtered tensor decomposition J. Decuyper, K. Tiels, S. Weiland, M.C. Runacres, J. Schoukens Mechanical Systems and Signal Processing, 179, 2022, DOI: 10.1016/j.ymssp.2022.109328
A frequency domain approach for local module identification in dynamic networks K.R. Ramaswamy, P.Z. Csurcsia, J. Schoukens, P.M.J. Van den Hof Automatica, 142, 2022, DOI: 10.1016/j.automatica.2022.110370
Data‐driven generation of synthetic wind speeds: A comparative study D. D’Ambrosio, J. Schoukens, T. De Troyer, M. Zivanovic, M.C. Runacres IET Renewable Power Generation, 2022, DOI: 10.1049/rpg2.12394
One-Bit Sine-Fit P. Carbone, J. Schoukens, A. De Angelis, F. Santoni, A. Comuniello, A. Moschitta IEEE Transactions on Instrumentation and Measurement 70, 2021, DOI: 10.1109/TIM.2022.3181901
Real-time feedback control of the impurity emission front in tokamak divertor plasmas T. Ravensbergen, M. Berkel, A. Perek, C. Galperti, B. Duval, O. Février, R. van Kampen, F. Felici, J. Lammers, C. Theiler, J. Schoukens, B. Linehan, M. Komm, S. Henderson, B. Brida,M. Baar Nature Communications, Nature Communications 12, 1105 (2021), DOI: 10.1038/s41467-021-21268-3
Applying polynomial decoupling methods to the polynomial NARX model K. Karami, D. Westwick, J. Schoukens Mechanical Systems and Signal Processing,148, 2021, DOI: 10.1016/j.ymssp.2020.107134
Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling J. Decuyper, K. Tiels, M.C. Runacres, J. Schoukens Mechanical Systems and Signal Processing,148, 2021, DOI: 10.1016/j.ymssp.2020.106966
User-friendly nonlinear nonparametric estimation framework for vibro-acoustic industrial measurements with multiple inputs P.Z. Csurcsia, B. Peeters, J. Schoukens Mechanical Systems and Signal Processing, 145, 2020
A 1.5-bit DFT Analyzer P. Carbone, J. Schoukens, A. De Angelis, A. Moschitta IEEE Transactions on Instrumentation and Measurement, 69 (10), 8590-8599, 2020
Frequency and Amplitude Domain DAC-ADC Co-Testing Using Ternary Signals P. Carbone, J. Schoukens, A. De Angelis, A. Moschitta IEEE Transactions on Instrumentation and Measurement, 69 (7), 4042-4055, 2020
Frequency Response Measurements With Local Parametric Modeling D. Verbeke, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 69 (6), 3249-3261, 2020
A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow J. Decuyper, T. De Troyer, K. Tiels, J. Schoukens, M.C. Runacres Journal of Fluids and Structures, 96, (July), 103029.
The Best Linear Approximation of MIMO Systems: First Results on Simplified Nonlinearity Assessment P.Z. Csurcsia, B. Peeters, J. Schoukens Nonlinear Structures and Systems, 1, 53-64, 2020
Extending the Best Linear Approximation Framework to the Process Noise Case M. Schoukens, R. Pintelon, T.P. Dobrowiecki, J. Schoukens IEEE Transactions on Automatic Control, 65 (4), 1514-1524, 2020
Quick Estimation of Periodic Signal Parameters From 1-Bit Measurements P. Carbone, J. Schoukens, A. Moschitta IEEE Transactions on Instrumentation and Measurement, 69 (2), 339-353, 2020
Simplified Analysis for Multiple Input Systems: A Toolbox Study Illustrated on F-16 Measurements P.Z. Csurcsia, B. Peeters, J. Schoukens, T. De Troyer Vibration, 3(2), 70-84, 2020
Nonlinear System Identification: A User-Oriented Road Map J. Schoukens, L. Ljung IEEE Control Systems Magazine 39 (6), 28-99, 2019
Gaussian process regression for the estimation of generalized frequency response functions J.G. Stoddard, G. Birpoutsoukis, J. Schoukens, J.S. Wels Automatica 106, 161-167, 2019
Decoupling multivariate polynomials for nonlinear state-space models J. Decuyper, P. Dreesen, J. Schoukens, M.C. Runacres, K. Tiels IEEE Control Systems Letters 3 (3), 745-750, 2019
Tactile sensor-based real-time clustering for tissue differentiation R. Stroop, M. Nakamura, J. Schoukens, D. Uribe International journal of computer assisted radiology and surgery 14 (1), 129-137, 2019
Joint Measurement of Signal Parameters and ADC Transition Levels P. Carbone, J. Schoukens, A. Moschitta IEEE Transactions on Instrumentation and Measurement, 66, pp. 2752-2760, 2018
Nonparametric Data-Driven Modeling of Linear Systems: Estimating the Frequency Response and Impulse Response Function J. Schoukens, K. Godfrey, M. Schoukens IEEE Control Systems Magazine, 38, 49-88, 2018
Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments A. De Angelis, J. Schoukens, K. Godfrey, P. Carbone IEEE Transactions on Instrumentation and Measurement, 67, pp. 1246-1253, 2018
Parameter Reduction in Nonlinear State-Space Identification of Hysteresis A.E. Fakhrizadeh, P. Dreesen, K. Tiels, JP. Noel, J. Schoukens Mechanical Systems and Signal Processing, 104, 884-895, 2018
Efficient Multidimensional Regularization for Volterra Series Estimation G. Birpoutsoukis, P.Z. Csurcsia, J. Schoukens Mechanical Systems and Signal Processing, 104, pp. 896-914, 2018
Data Driven Discrete-Time Parsimonious Identification of a Nonlinear State-Space Model for a Weakly Nonlinear System with Short Data Record R. Relan, K. Tiels, A. Marconato, P. Dreesen, J. Schoukens Mechanical Systems and Signal Processing, 104, pp. 929-943, 2018
Approximate Decoupling of Multivariate Polynomials Using Weighted Tensor Decomposition G. Hollander, P. Dreesen, M. Ishteva, J. Schoukens Numerical Linear Algebra with Applications, 25, Article Number e2135, 2018
Improved Tactile Resonance Sensor for Robotic Assisted Surgery D.O. Uribe, J. Schoukens, R. Stroop Mechanical Systems and Signal Processing, 99, pp. 600-610, 2018
Grey-Box State-Space Identification of Nonlinear Mechanical Vibrations JP. Noel, J. Schoukens International Journal of Control, 91, pp. 1118-1139, 2018
Modeling the Nonlinear Cortical Response in EEG Evoked by Wrist Joint Manipulation M.P. Vlaar, G. Birpoutsoukis, J. Lataire, M. Schoukens, A.C. Schouten, J. Schoukens, F.C.T. van der Helm EEE Transactions on Neural Systems and Rehabiltation Engineering, 26, 205-215, 2018
Nonlinear State-Space Modelling of the Kinematis of an Oscillating Circular Cylinder in a Fluid Flow J. Decuyper, T. De Troyer, M.C. Runacres, K. Tiels, J. Schoukens Mechanical Systems and Signal Processing, 98, pp. 209-230, 2018
Data-Driven Nonlinear Identification of Li-Ion Battery Based on a Frequency Domain Nonparametric Analysis R. Relan, Y. Firouz, JM. Timmermans, J. Schoukens IEEE Transactions on Control Systems Technology, 25, 1825-1832, 2017
Tensor Methods for MIMO Decoupling and Control Design Using Frequency Response Functions J. Stoev, J. Ertveldt, T. Oomen, J. Schoukens Mechatronics, 45, pp. 71-81, 2017
Regularized Nonparametric Volterra Kernel Estimation G. Birpoutsoukis, A. Marconato, J. Lataire, J. Schoukens Automatica, 82, pp. 324-327, 2017
A Comparative Overview of Frequency Domain Methods for Nonlinear Systems D. Rijlaarsdam, P. Nuij, J. Schoukens, M. Steinbuch Mechatronics, 42, pp. 11-24, 2017
Structure Detection of Wiener–Hammerstein Systems With Process Noise E. Zhang, M. Schoukens, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 66, pp. 569-576, 2017
Estimating Respiratory Impedance at Breathing Frequencies Using Regularized Least Squares on Forced Oscillation Technique Measurements H. Maes, M. Zivanovic, J. Schoukens, G. Vandersteen IEEE Transactions on Instrumentation and Measurement, 66, pp. 417-491, 2017
Filter-based regularisation for impulse response modelling A. Marconato, M. Schoukens, J. Schoukens IET Control Theory & Applications, 11, pp. 194-204, 2017
Practical Issues in the Synthesis of Ternary Sequences A. De Angelis, J. Schoukens, K.R. Godfrey, P. Carbone IEEE Transaction on Instrumentation and Measurement, vol. 66, pp. 212-222, 2017
Dynamic Signal Measurements Based on Quantized Data P. Carbone, J. Schoukens, A. Moschitta IEEE Transactions on Instrumentation and Measurement, vol. 66, pp. 223-233, 2017
A nonlinear state-space approach to hysteresis identification JP. Noel, A.F. Esfahani, G. Kerschen, J. Schoukens Mechanical Systems and Signal Processing, vol. 84, pp. 171-184, 2017
D-optimal input design for nonlinear FIR-type systems: A dispersion-based approach A. De Cock, M. Gevers, J. Schoukens Automatica, vol. 73, pp. 88-100, 2016
Data-Driven Nonlinear Identification of Li-Ion Battery Based on a Frequency Domain Nonparametric Analysis R. Relan, Y. Firouz, J. Timmermans, J. Schoukens IEEE Transactions on Control Systems Technology, 99, pp. 1 – 8, 2016
Astronomical component estimation (ACE v.1) by time-variant sinusoidal modeling M. Sinnesael, M. Zivanovic, D. De Vleeschouwer, P. Claeys, J. Schoukens Geoscientific Model Development, vol. 9, pp. 3517-3531, 2016
Nonlinear system identification-Application for industrial hydro-static drive-line J. Stoev, J. Schoukens Control Engineering Practice, vol. 54, pp. 154-165, 2016
Measuring the Noise Cumulative Distribution Function Using Quantized Data P. Carbone, J. Schoukens, I. Kollar, A. Moschitta IEEE Transaction on Instrumentation and Measurement, vol. 65, pp. 1540-1546, 2016
Information matrix and D-optimal design with Gaussian inputs for Wiener model identification K. Mahata, J. Schoukens, A. De Cock Automatica, vol. 69, pp. 65-77, 2016
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 IEEE Constrol Systems Magazine, vol. 36, pp. 38-69, 2016
The transient impulse response modeling method for non-parametric system identification P. Hagg, J. Schoukens, M. Gevers, H. Hjalmarsson Automatica, vol. 68, pp. 314-328, 2016
Using the Best Linear Approximation With Varying Excitation Signals for Nonlinear System Characterization A.F. Esfahani, J. Schoukens, L. Vanbeylen IEEE Transaction on Instrumentation and Measurement, vol. 65, pp. 1271-1280, 2016
Recursive Discrete-Time Models for Continuous-Time Systems Under Band-Limited Assumptions R. Relan, J. Schoukens IEEE Transaction on Instrumentation and Measurement, vol. 65, pp. 713-723, 2016
Accurate Sine-Wave Amplitude Measurements Using Nonlinearly Quantized Data P. Carbone, J. Schoukens, I. Kollar, A. Moschitta IEEE Transaction on Instrumentation and Measurement, vol. 64, pp. 3201-3208, 2015
Initial Estimates for Wiener-Hammerstein Models Using Phase-Coupled Multisines K. Tiels, M. Schoukens, J. Schoukens Automatica, vol. 60, pp. 201-209, 2015
Parametric System Identification Using Quantized Data A. Moschitta, J. Schoukens, P. Carbone IEEE Transaction on Instrumentation and Measurement, vol. 64, pp. 2312-2322, 2015
Structure discrimination in block-oriented models using linear approximations: A theoretic framework J. Schoukens, R. Pintelon, Y. Rolain, M. Schoukens, K. Tiels, L. Vanbeylen, A. Van Mulders, G. Vandersteen Automatica, vol. 53, pp. 225-234, 2015
Information and Statistical Efficiency When Quantizing Noisy DC Values A. Moschitta, J. Schoukens, P. Carbone IEEE Transaction on Instrumentation and Measurement, 64 pp. 308-317, 2015
Perturbed datasets methods for hypothesis testing and structure of corresponding confidence sets S. Kolumban, I. Vajk, J. Schoukens Automatica, 51, pp. 326-331, 2015
Nonparametric Time-Domain Identification of Linear Slowly Time-Variant Systems Using B-Splines P.Z. Csurcsia, J. Schoukens, I. Kollar, J. Lataire IEEE Transaction on Instrumentation and Measurement, 64, pp.252-262, 2015
Decoupling Multivariate Polynomials Using First-Order Information and Tensor Decompositions P. Dreesen, M. Ishteva, J. Schoukens SIAM Journal on Matrix Analysis and Applications, 36, pp. 864-879, 2015
Wiener system identification with generalized orthonormal basis functions K. Tiels, J. Schoukens Automatica, 50, pp. 3147-3154, 2014
Comparison of several data-driven non-linear system identification methods on a simplified glucoregulatory system example A. Marconato, M. Schoukens, K. Tiels, W.D. Widanage, A. Abu-Rmileh, J. Schoukens IET Control Theory and Applications, 8, pp.1921-1930, 2014
Improved Initialization for Nonlinear State-Space Modeling A. Marconato, J. Sjoberg, J.A.K. Suykens, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 63, pp. 972-980, 2014
A Rigorous Analysis of Least Squares Sine Fitting Using Quantized Data: The Random Phase Case P. Carbone, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 63, pp. 512-530, 2014
Measuring Nonlinear Effects in Respiratory Mechanics: A Proof of Concept for Prototype Device and Method C.M. Ionescu, G. Vandersteen, J. Schoukens, K. Desager, R. De Keyser IEEE Transactions on Instrumentation and Measurement, 63, pp. 124-134, 2014
Smoothing the LPM Estimate of the Frequency Response Function via an Impulse Response Truncation Technique M.L.D. Lumori, E. Geerardyn, J. Schoukens, J. Lataire IEEE Transactions on Instrumentation and Measurement, 63, pp. 214-220, 2014
Errors-in-variables identification of dynamic systems excited by arbitrary non-white input E. Zhang, R. Pintelon, J. Schoukens Automatica, 49, 2013, pp. 3032-3041
Novel approach of processing electrical bioimpedance data using differential impedance analysis B. Sanchez, A.S. Bandarenka, G. Vandersteen, J. Schoukens, R. Bragos Medical Engineering & Physics, 35, 2013, pp. 1349-1357
In vivo electrical bioimpedance characterization of human lung tissue during the bronchoscopy procedure. A feasibility study B. Sanchez, G. Vandersteen, I. Martin, D. Castillo, A. Torrego, P.J. Riu, J. Schoukens, R. Bragos Medical Engineering & Physics, 35, 2013, pp. 949-957
An Evaluation of Plotless Sampling Using Vegetation Simulations and Field Data from a Mangrove Forest R. Hijbeek, N. Koedam, M.N.I. Khan, J. Schoukens, F. Gahdou-Guebas Plos One, 2013, Article Number: e67201
Structured non-linear noise behaviour and the use of median averaging in non-linear systems with m-sequence inputs H. KwanWong, J. Schoukens, K.R. Godfrey IET Control Theory and Applications, 7, 2013, pp. 997-1004
Identification of systems with localised nonlinearity: From state-space to block-structured models A. Van Mulders, J. Schoukens, L. Vanbeylen Automatica, 49, 2013, pp. 1392-1396
FRF Measurement of Nonlinear Systems Operating in Closed Loop R. Pintelon, J. Schoukens IEEE Transaction on Instrumentation and Measurement, 62, 2013, pp. 1334-1345
Bounding the Polynomial Approximation Errors of Frequency Response Functions J. Schoukens, G. Vandersteen, R. Pintelon, Z. Emedi, Y. Rolain IEEE Transaction on Instrumentation and Measurement , 62, 2013, pp. 1346-1353
Design of Quasi-Logarithmic Multisine Excitations for Robust Broad Frequency Band Measurements E. Geerardyn, Y. Rolain, J. Schoukens IEEE Transaction on Instrumentation and Measurement , 62, 2013, pp. 1364-1372
Can errors-in-variables systems be identified from closed-loop experiments? T. Soderstrom, L. Wang, R. Pintelon, J. Schoukens Automatica, 49, 2013, pp. 681-684
Design of Multilevel Signals for Identifying the Best Linear Approximation of Nonlinear Systems H.K. Wong, J. Schoukens, K.R. Godfrey IEEE Transaction on Instrumentation and Measurement, 62, 2013, pp. 519-524
Initial estimates of the linear subsystems of Wiener-Hammerstein models D.T. Westwick, J. Schoukens Automatica, 48, 2012, pp 2931-2936
Approximate ML Estimation of the Period and Spectral Content of Multiharmonic Signals Without User Interaction M.L.D. Lumori, J. Schoukens, J. Lataire IEEE Transaction on Instrumentation and Measurement, 61, 2012, pp. 2953-2959
Identification of Wiener–Hammerstein models: Two algorithms based on the best split of a linear model applied to the SYSID’09 benchmark problem J. Sjöberg, L. Lauwers, J. Schoukens Control Engineering Practice, Volume 20, Issue 11, November 2012, Pages 1119 – 1125
Initialization of nonlinear state-space models applied to the Wiener–Hammerstein benchmark A. Marconato, J. Sjöberg, J. Schoukens Control Engineering Practice, Volume 20, Issue 11, November 2012, Pages 1126 – 1132
Initial estimates of the linear subsystems of Wiener–Hammerstein models D. Westwick, J. Schoukens Automatica, Vol. 48, No. 11, November 2012, Pages 2931-2936
Identification of a Wiener–Hammerstein system using the polynomial nonlinear state space approach J. Paduart, L. Lauwers, R. Pintelon, J. Schoukens Control Engineering Practice, Volume 20, Issue 11, November 2012, Pages 1133-1139
Basics of broadband impedance spectroscopy measurements using periodic excitations B. Sanchez, R.C. Rojas, G. Vandersteen, R. Bragos, J Schoukens Measurement Science and Technology, Vol. 23, No. 10, 105501 (14pp), 2012
Estimation of the FRF Through the Improved Local Bandwidth Selection in the Local Polynomial Method. P. Thummala, J. Schoukens. IEEE Transactions on Instrumentation and Measurement, Vol. 61, No. 10, October 2012, pp. 2833–2843
Frequency Response Function Measurements Using Concatenated Subrecords With Arbitrary Length J. Schoukens, G. Vandersteen, Y. Rolain, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 61, No. 10, pp. 2682 – 2688
Uniquely connecting frequency domain representations of given order polynomial Wiener-Hammerstein systems D. Rijlaarsdam, T. Oomen, P. Nuij, J. Schoukens, M. Steinbuch Automatica, Vol. 48, No. 9, September 2012, pp. 2381-2384
On the calculation of the D-optimal multisine excitation power spectrum for broadband impedance spectroscopy measurements B. Sanchez, C.R. Rojas, G. Vandersteen, R. Bragos, J. Schoukens Measurement Science and Technology, Vol. 23, No. 8, (2012) 085702 (15pp)
Approximation of Confidence Sets for Output Error Systems Using Interval Analysis S. Kolumban, I. Vajk, J. Schoukens Control Engineering And Applied Informatics, Vol. 14, No. 2, June 2012, pp. 73-79
Single and Piecewise Polynomials for Modeling of Pitched Sounds M. Zivanovic, J. Schoukens IEEE Transactions on Audio, Speech, and Language Processing, Vol. 20, No. 4, May 2012, pp. 1270-1281
Analysis of Best Linear Approximation of a Wiener–Hammerstein System for Arbitrary Amplitude Distributions H.K. Wong, J. Schoukens, K.R. Godfrey IEEE Transactions on Instrumentation and Measurement, Vol. 61, No. 3, March 2012, pp. 645 – 654
Frequency domain based nonlinear feed forward control design for friction compensation D. Rijlaarsdam, P. Nuij, J. Schoukens, M. Steinbuch Mechanical Systems And Signal Processing, Vol. 27, February 2012, pp. 551-562
Initializing Wiener-Hammerstein models based on partitioning of the best linear approximation J. Sjöberg, J. Schoukens Automatica Vol. 48, No. 2 (2012) 353-359
Spectral analysis of block structured nonlinear systems and higher order sinusoidal input describing functions D.J. Rijlaarsdam, P.W.J.M. Nuij, J. Schoukens, M. Steinbuch Automatica, (2011) 47(12), pp. 2684-2688
Novel Estimation of the Electrical Bioimpedance using the Local Polynomial Method. Application to In-cycle Myocardium Tissue Impedance Characterization B. Sanchez, J. Schoukens, R. Bragos, G. Vandersteen IEEE Transactions on Biomedical Engineering, December 2011, Vol. 58, No. 12, pp. 3376-3385
Nonlinear System-identification of the Filling Phase of a Wet-clutch System W. D. Widanage, J. Stoev, A. Van Mulders, J. Schoukens, G. Pinte Control Engineering Practice, Volume 19, Issue 12, December 2011, Pages 1399-1410
Optimal multisine excitation design for broadband electrical impedance spectroscopy B. Sanchez, G. Vandersteen, R. Bragos, J. Schoukens Measurement Science and Technology, Vol. 22, No. 11, November 2011, 115601 (11pp)
On climate reconstruction using bivalves: Three methods to interpret the chemical signature of a shell M. Bauwens, H. Ohlsson, K. Barbé, V. Beelaerts, F. Dehairs, J. Schoukens Computer Methods and Programs in Biomedicine, Vol. 104, No. 2, November 2011, pp. 104-111
The Use of Nonparametric Noise Models Extracted From Overlapping Subrecords for System Identification K. Barbé, J. Schoukens, R. Pintelon IEEE Transactions on Signal Processing, Vol. 59, No. 10, October 2011, pp. 4635-4647
Single and Piecewise Polynomials for Modeling of Pitched Sounds M. Zivanovic, J. Schoukens IEEE Transactions on Audio, Speech, and Language Processing, October 2011
Guidelines to determine the optimal variables for the MTC measurement by noise analysis G. Monteyne, P. Baeten, J. Schoukens Annals of Nuclear Energy, Vol. 38, No. 9 (2011), pp. 1924-1929
Study of the bias of the MTC estimate by noise analysis due to the presence of feedback G. Monteyne, P. Baeten, J. Schoukens Annals of Nuclear Energy, Vol. 38, No. 9 (2011), pp. 1964-1967
Improved (non-)parametric identification of dynamic systems excited by periodic signals-The multivariate case R. Pintelon, G. Vandersteen, J. Schoukens, Y. Rolain Mechanical Systems and Signal Processing Vol. 25, No. 8 (2011) pp. 2892-2922
Improved Variance Estimates of FRF Measurements in the Presence of Nonlinear Distortions Via Overlap K. Barbé, R. Pintelon, J. Schoukens, L. Lauwers IEEE Transactions on Instrumentation and Measurement, Vol. 60, No. 1, pp. 300-309, 2011
Study of the Variance of Parametric Estimates of the Best Linear Approximation of Nonlinear Systems J. Schoukens, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 59, No. 12, December 2010, pp. 3156-3167
Two Nonlinear Optimization Methods for Black Box Identification Compared Reference A. Van Mulders, J. Schoukens, M. Volckaert , M. Diehl Automatica, Volume 46, Issue 10, October 2010, Pages 1675-1681
On Climate Reconstruction Using Bivalve Shells: Three Methods to Interpret the Chemical Signature of a Shell M. Bauwens, H. Ohlsson, V. Beelaerts, K. Barbé, F. Dehairs, J. Schoukens Computer methods and programs in Biomedicine, 104(2):104-11, 2010
Nonlinear Induced Variance of Frequency Response Function Measurements J. Schoukens, K. Barbé, L. Vanbeylen, R. Pintelon IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, VOL. 59, NO. 9, SEPTEMBER 2010, pp. 2468-2474
A nonlinear multi-proxy model based on manifold learning to reconstruct water temperature from high resolution trace element profiles in biogenic carbonates M. Bauwens, H. Ohlsson, K. Barbé, V. Beelaerts, F. Dehairs, J. Schoukens Geoscientific Model Development. Discussions, 3, pp. 1105-1138, 2010
Identification and quantification of nonlinear stiffness and nonlinear damping in resonant circuits M.L.D. Lumori, J. Schoukens, J. Lataire Mechanical Systems and Signal Processing 24 (2010) 1938-1949
Upper Bounding Variations of Best Linear Approximations of Nonlinear Systems in Power Sweep Measurements J. Schoukens, T. Dobrowiecki, Y. Rolain, R. Pintelon IEEE Transactions on Instrumentation and Measurement, May 2010, Vol. 59, No. 5, pp. 1141-1148
Estimation of nonparametric noise and FRF models for multivariable systems-Part II: Extensions, applications R. Pintelon, J. Schoukens, G. Vandersteen, K. Barbé Mechanical Systems and Signal Processing 24 (2010) 596-616
Estimation of nonparametric noise and FRF models for multivariable systems—Part I: Theory R. Pintelon, J. Schoukens, G. Vandersteen, K. Barbé Mechanical Systems and Signal Processing 24 (2010) 573–595
On the Polynomial Approximation for Time-Variant Harmonic Signal Modeling M. Zivanovic, J. Schoukens IEEE Transactions on Audio, Speech and Language Processing, Vol. 19, No. 3, 2010, pp. 458-467
Welch Method Revisited: Nonparametric Power Spectrum Estimation Via Circular Overlap K. Barbé, R. Pintelon, J. Schoukens IEEE Transaction on Signal Processing, Vol. 58, No. 2, February 2010
Accuracy analysis of time domain maximum likelihood method and sample maximum likelihood method for errors-in-variables and output error identification T. Söderström, M. Hong, J. Schoukens, R. Pintelon Automatica (2010) Vol. 46, pp. 721 – 727
Identification of nonlinear systems using Polynomial Nonlinear State Space models J. Paduart, L. Lauwers, J. Swevers, K. Smolders, J. Schoukens, R. Pintelon Automatica (2010) Vol. 46, pp. 647-656
Time domain model validation of a nonlinear block-oriented structure L. Gommé, Y. Rolain, J. Schoukens, R. Pintelon Measurement Science and Technology, 20 (2009) 105106 (9pp)
Optimal Settings for Measuring Frequency Response Functions with Weighted Overlapped Segment Averaging J. Antoni, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 9, September 2009, pp 3276-3287
Estimation of Nonparametric Noise Models for Linear Dynamic Systems J. Schoukens, R. Pintelon IEEE Transactions On Instrumentation And Measurement, Vol. 58, No. 8, August 2009, pp. 2468-2474
Blind maximum-likelihood identification of Wiener Systems L. Vanbeylen, R. Pintelon, J. Schoukens IEEE Transactions on Signal Processing, Vol. 57, No. 8, August 2009, pp. 3017-3029
Nonparametric preprocessing in system identification: a powerful tool. J. Schoukens, G. Vandersteen, K. Barbe, R. Pintelon European Journal of Control (2009), 3-4, pp. 260-274
A comparative study of methods to reconstruct a periodic time series from an environmental proxy record A. de Brauwere, F. De Ridder, R. Pintelon, J. Schoukens, F. Dehairs Earth-Science Reviews, 95(2009), pp. 97-118
Robustness Issues of the Best Linear Approximation of a Nonlinear System J. Schoukens, J. Lataire, R. Pintelon, G. Vandersteen, T. Dobrowiecki IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 5, May 2009, pp. 1737-1745
Quasi-Analytical Bit-Error-Rate Analysis Technique Using Best Linear Approximation Modeling G. Vandersteen, Y. Rolain, K. Vandermot, R. Pintelon, J. Schoukens, W. Van Moer IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 2, February 2009, pp. 475-482
On the Elimination of Bias Averaging-Errors in Proxy Records V. Beelaerts, F. De Ridder, N. Schmitz, M. Bauwens, F. Dehairs, J. Schoukens, R. Pintelon Mathematical Geosciences, Volume: 41,Issue: 2 ,pp. 129-144, 2009
Blind maximum likelihood identification of Hammerstein systems L. Vanbeylen, R. Pintelon, J. Schoukens Automatica 44 (2008), pp. 3139-3146
A Nonlinear Block Structure Identification Procedure Using Frequency Response Function Measurements L. Lauwers, J. Schoukens, R. Pintelon, M. Enqvist IEEE Transactions on Instrumentation and Measurement, Vol. 57, No. 10, October 2008, pp. 2257-2264
On the Elimination of Bias Averaging-Errors in Proxy Records V. Beelaerts, F. De Ridder, N. Schmitz, M. Bauwens, F. Dehairs, J. Schoukens, R. Pintelon Mathematical Geosciences, October 2008, published by Springer Berlin / Heidelberg
On the use of a crystal detector for a phase calibration of the large signal network analyzer L. Gommé, J. Schoukens, Y. Rolain, W. Van Moer Measurement Science and Technology, 19 (2008) 085104 (8pp)
Frequency-Domain, Errors-in-Variables Estimation of Linear Dynamic Systems Using Data From Overlapping Subrecords K. Barbé, J. Schoukens, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 57, No. 8, August 2008, pp. 1529-1536
Identification of a Block-Structured Nonlinear Feedback System, Applied to a Microwave Crystal Detector J. Schoukens, L. Gommé, W. Van Moer, Y. Rolain IEEE Transactions on Instrumentation and Measurement, Vol. 57, No. 8, August 2008, pp. 1734-1740
Application of Blind Identification to Nonlinear Calibration L. Vanbeylen, R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 57, No. 8, August 2008, pp. 1771-1778
Measuring the response of a voltage-controlled oscillator using the large-signal network analyser Y. Rolain, W. Van Moer, R. Pintelon, J. Schoukens Measurement Science and Technology, 19 (2008) 095101 (8pp)
Estimation and Validation of Semiparametric Dynamic Nonlinear Models Y. Rolain, W. Van Moer, J. Schoukens, T. Dhaene IEEE Transactions on Instrumentation and Measurement, Vol. 57, No. 2, February 2008, pp. 395-400
Identification of a periodic time series from an environmental proxy record A. de Brauwere, F. De Ridder, R. Pintelon, J. Meersmans, J. Schoukens, F. Dehairs Computers and Geosciences 34 (2008), pp. 1781-1790
Identifying the Structure of Nonlinear Perturbations in Mixers using Multisine Signals K. Vandermot, W. Van Moer, Y. Rolain, J. Schoukens IEEE Instrumentation & Measurement Magazine, Vol. 10, No. 5, October 2007, pp. 32-39
Fast Measurements of Quantization Distortions in DSP Algorithms J. Paduart, J. Schoukens, Y. Rolain IEEE Transactions on Instrumentation and Measurement, Vol. 56, No. 5, October 2007, pp. 1917-1923
A comprehensive study of the bias and variance of frequency-response-function measurements: Optimal window selection and overlapping strategies J. Antoni, J. Schoukens Automatica, 43(10), pp. 1723-1736, October 2007
Measuring a linear approximation to weakly nonlinear MIMO systems T. Dobrowiecki, J. Schoukens Automatica, 43(10), pp. 1737-1751, October 2007
Uncertainty calculation in (operational) modal analysis R. Pintelon, P. Guillaume, J. Schoukens Mechanical Systems and Signal Processing, 21 (2007), pp. 2359-2373
Linear Approximation of Weakly Nonlinear MIMO Systems T.P. Dobrowiecki, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 56, No. 3, June 2007, pp. 887-894
Measuring Nonlinear Differential RF Amplifiers using one Single-Ended Source Y. Rolain, W. Van Moer, J. Schoukens, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 56, No. 3, June 2007, pp. 1042-1048
Initial Estimates for the Dynamics of a Hammerstein System J. Schoukens, W. D. Widanage, K.R. Godfrey, R. Pintelon Automatica 43 (2007), pp. 1296-1301
Box-Jenkins identification revisited — Part III: multivariable systems R. Pintelon, J. Schoukens, P. Guillaume Automatica 43 (2007), pp. 868-875
Frequency domain maximum likelihood estimation of linear dynamic errors-in-variables models R. Pintelon, J. Schoukens Automatica 43 (2007), 621-630
Water mass distributions in the Southern Ocean derived from a parametric analysis of mixing water masses A. de Brauwere, S.H.M. Jacquet, F. De Ridder, F. Dehairs, R. Pintelon, J. Schoukens, W. Baeyens Journal of Geophysical Research – Ocean, Vol. 112 (C2), article no. C02021 (2007)
Comment on: Paleoclimatic inference from stable isotope profiles of accretionary biogenic hardparts—a quantitative approach to the evaluation of imcomplete data, by Wilkinson, B.H., Ivany, L.C., 2002. Palaeogeogr. Palaeocl. Palaeoecol. 185, 95-114 F. De Ridder, A. de Brauwere, R. Pintelon, J. Schoukens, F. Dehairs, W. Bayens, B.H. Wilkinson Palaeogeography, Palaeoclimatology, Palaeoecology, 248 (2007), pp. 473-476
Estimation of heteroscedastic measurement noise variances A. de Brauwere, R. Pintelon, F. De Ridder, J. Schoukens, W. Bayens Chemometrics and Intelligent Laboratory Systems 86 (2007), pp. 130-138
Leakage reduction in frequency response function measurements J. Schoukens, Y. Rolain, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 55, No. 6, December 2006, pp. 2286-2291
Continuous-Time Noise Modeling From Sampled Data R. Pintelon, J. Schoukens, P. Guillaume IEEE Transactions on Instrumentation and Measurement, Vol. 55, No. 6, December 2006, pp. 2253-2258
Optimized Excitation Signals for MIMO Frequency Response Function Measurements T. Dobrowiecki, J. Schoukens, P. Guillaume IEEE Transactions on Instrumentation and Measurement, Vol. 55, No. 6, December 2006, pp. 2072-2079
On Parameter Estimation Using Nonparametric Noise Models K. Mahata, R. Pintelon, J. Schoukens IEEE Transactions on Automatic Control, Vol. 51, No. 10, October 2006, pp. 1602-1612
Experimental Characterization of the Nonlinear Behavior of RF Amplifiers Y. Rolain, W. Van Moer, R. Pintelon, J. Schoukens IEEE Transactions on Microwave Theory and Techniques, Vol. 54, No. 8, August 2006, pp. 3209-3218
Identification of the accretion rate for annually resolved archives F. De Ridder, A. de Brauwere, R. Pintelon, J. Schoukens, F. Dehairs Biogeosciences Discussions, 3, 2006, pp. 321-344
Box-Jenkins identification revisited – Part I: Theory R. Pintelon, J. Schoukens Automatica 42 (2006), pp. 63-75
Box-Jenkins identification revisited – Part II: Applications R. Pintelon, Y. Rolain, J. Schoukens Automatica 42 (2006), pp. 77-84
Analysis of windowing/leakage effects in frequency response function measurements J. Schoukens, Y. Rolain, R. Pintelon Automatica 42 (2006), pp. 27-38
Electrochemical impedance spectroscopy in the presence of non-linear distortions and non-stationary behaviour Part II: Application to crystallographic pitting corrowion of aluminium E. Van Gheem, R. Pintelon, A. Hubin, J. Schoukens, P. Verboven, O. Blajiev, J. Vereecken Electrochimica Acta, Vol. 51 (2006), pp. 1443-1452
Variance analysis of frequency response function measurements using periodic excitations T. D’haene, R. Pintelon, J. Schoukens, E. Van Gheem IEEE Transactions on Instrumentation and Measurement, Vol. 54, No. 4, August 2005, pp. 1452-1456
Diffusion systems: stability, modeling and identification R. Pintelon, J. Schoukens, L. Pauwels, E. Van Gheem IEEE Transactions on Instrumentation and Measurement, Vol. 54, No. 5, October 2005, pp. 2061-2067
Reduction of the Gibbs Phenomenon Applied on Nonharmonic Time Base Distortions F. De Ridder, R. Pintelon, J. Schoukens, A. Verheyden IEEE Transactions on Instrumentation and Measurement, Vol. 54, No. 3, June 2005, pp. 1118-1125
Least-squares periodic signal modeling using orbits of nonlinear ODEs and fully automated spectral analysis E. Abd-Elrady, J. Schoukens Automatica 41 (2005), pp. 857-862
Refined parameter and uncertainty estimation when both variables are subject to error. Case study: estimation of Si consumption and regeneration rates in a marine environment A. de Brauwere, F. De Ridder, M. Elskens, J. Schoukens, R. Pintelon , W. Baeyens Journal of Marine Systems 55 (2005), pp. 205-221
Modified AIC and MDL Model Selection Criteria for Short Data Records F. De Ridder, R. Pintelon, J. Schoukens, D. P. Gillikin IEEE Transactions on Instrumentation and Measurement, Vol. 54, No. 1, February 2005, pp. 144-150
Computing an Initial Estimate of a Wiener-Hammerstein System With a Random Phase Multisine Excitation P. Crama, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 54, No. 1, February 2005, pp. 117-122
Identification of linear systems with nonlinear distortions J. Schoukens, R. Pintelon, T. Dobrowiecki, Y. Rolain Automatica 41 (2005), pp. 491-504
Model selection through a statistical analysis of the minimum of a weighted least squares cost function A. de Brauwere, F. De Ridder, R. Pintelon, M. Elskens, J. Schoukens, W. Baeyens Chemometrics and Intelligent Laboratory Systems 76 (2005), pp. 163-173
Decoding non-linear growth rates in biogenic environmental archives F. De Ridder, R. Pintelon, J. Schoukens, D.P. Gillikin, L. André, W. Baeyens, A. de Brauwere, F. Dehairs Geochemistry, Geophysics, Geosystems (G3), An Electronic Journal of the Earth Sciences, Published by AGU and the Geochemical Society, Volume 5, Number 12, 30 December, 2004
Box-Jenkins alike identification using nonparametric noise models J. Schoukens, R. Pintelon, Y. Rolain Automatica 40 (2004), pp. 2083-2089
Discussion on: “Identification of Multivariable Models of Fast Ferries” R. Pintelon, J. Schoukens European Journal of Control, (2004) 10, pp. 199-202
Electrochemical impedance spectroscopy in the presence of non-linear distortions and non-stationary behaviour Part I: theory and validation E. Van Gheem, R. Pintelon, J. Vereecken, J. Schoukens, A. Hubin, P. Verboven, O. Blajiev Electrochimica Acta, 49 (26), October 2004, pp. 4753-4762
Hammerstein-Wiener System Estimator Initialization P. Crama, J. Schoukens Automatica 40/9 (2004), pp. 1543-1550
Linearization of nonlinear dynamic systems J. Schoukens, J. Nemeth, G. Vandersteen, R. Pintelon, P. Crama IEEE Transactions on Instrumentation and Measurement, Vol. 53, No. 4, August 2004, pp. 1245-1248
Estimation of the risk for an unstable behavior of feedback systems in the presence of nonlinear distortions J. Schoukens, T. Dobrowiecki, R. Pintelon Automatica, Vol. 40, No. 7, July 2004, pp. 1275-1279
Generation of enhanced initial estimates for Hammerstein Systems P. Crama, J. Schoukens, R. Pintelon Automatica Vol. 40, No. 7, July 2004, pp. 1269-1273
Excitation design for FRF measurements in the presence of nonlinear distortions. J. Schoukens, J. Swevers, R. Pintelon, H. Van der Auweraer Mechanical Systems and Signal Processing, 18 (2004), pp. 727-738
Why are Nonlinear Microwave systems Measurements so Involved? Y. Rolain, W. Van Moer, G. Vandersteen, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 53, No. 3, June 2004, pp. 726-729
Experimental Characterization of Operational Amplifiers: a System Identification Approach—Part I: Theory and Simulations R. Pintelon, G. Vandersteen, L. De Locht, Y. Rolain, J. Schoukens Transactions on Instrumentation and Measurement, Vol. 53, No. 3, June 2004, pp. 854-862
Experimental Characterization of Operational Amplifiers: a System Identification Approach—Part II: Calibration and Measurements R. Pintelon, Y. Rolain, G. Vandersteen, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 53, No. 3, June 2004, pp. 863-876
Instantaneous impedance measurements on aluminium using a Schroeder multisine excitation signal E. Van Gheem, J. Vereecken, J. Schoukens, R. Pintelon, P. Guillaume, P. Verboven, L. Pauwels Electrochimica Acta, 49 (2004) pp. 2919-2925
The use of multisine excitations to characterize damage in structures K. Vanhoenacker, J. Schoukens, P. Guillaume, S. Vanlanduit Mechanical Systems and Signal Processing, 18 (2004), pp. 43-57
Robust data reduction of high spatial resolution optical vibration measurements S. Vanlanduit, P. Guillaume, J. Schoukens Journal of Sound and Vibration 274 (2004), pp. 369-384
Complicated Procedures made Easy I. Kollar, R. Pintelon, J. Schoukens, G. Simon IEEE Instrumentation & Measurement Magazine, September 2003, pp. 19-26
Uncertainty of transfer function modeling using prior estimated noise models R. Pintelon, J. Schoukens, Y. Rolain Automatica Vol. 39, No. 8 (2003) pp. 1721-1733
Fully Automated Spectral Analysis of Periodic Signals J. Schoukens, Y. Rolain, G. Simon, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 52, No. 4, August 2003, pp. 1021-1024
An automatic frequency domain modal parameter estimation algorithm S. Vanlanduit, P. Verboven, P. Guillaume, J. Schoukens JOURNAL OF SOUND AND VIBRATION 265 (3), AUG 14, 2003, pp. 647-661
Fast approximate identification of nonlinear systems J. Schoukens, J. Nemeth , P. Crama , Y. Rolain, R. Pintelon Automatica Vol. 39, No. 7 (2003), pp. 1267-1274
Detection of Nonlinear Distortions With Multisine Excitations in the Case of Nonideal Behavior of the Intput Signal K. Vanhoenacker, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 52, No. 3, June 2003, pp. 748-753
Discussion on Fundamental Issues of NPR Measurements A. Geens, Y. Rolain, W. Van Moer, K. Vanhoenacker, J. Schoukens IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Vol. 52, No. 1, February 2003, pp. 197-202
An improved Multiple Internal Standard Normalisation for the drift in LA-ICP-MS Measurements F. De Ridder, R. Pintelon, J. Schoukens, J. Navez, L. André, F. DehairsJ. Anal. At. Spectrom., 2002 (17), pp. 1461-1470
Some peculiarities of identification in the presence of model errors R. Pintelon, J. Schoukens Automatica 38, October 2002, pp. 1683-1693
Broadband vibration measurements using a continuously scanning laser vibrometer S. Vanlanduit, P. Guillaume, J. Schoukens Measurement Science & Technology, Vol.13, No.10, Oct. 2002, pp. 1574-1582
Measurement and Modelling of Linear Systems in the Presence of Non-Linear Distortions R. Pintelon, J. Schoukens Mechanical Systems and Signal Processing (2002) 16(5), pp. 785-801
Separation of the Nonlinear Source-Pull From the Nonlinear System Behavior P. Crama, Y. Rolain, W. Van Moer, J. Schoukens IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, Vol. 50, No. 8, August 2002, pp. 1890-1894
Linear Modeling in the Presence of Nonlinear Distortions J. Schoukens, R. Pintelon, T. Dobrowiecki IEEE Transactions on Instrumentation and Measurement, Vol. 51, No. 4, August 2002, pp. 786-792
Identification of Volterra Kernels Using Interpolation J.G. Németh, I. Kollár, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 51, No. 4, August 2002, pp. 770-775 (2002 Andrew R. Chi Best Paper Award)
An Efficient Nonlinear Least Square Multisine Fitting Algorithm G. Simon, R. Pintelon, L. Sujbert, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 51, No. 4, August 2002, pp. 750-755
Key issues for reproducible impedance measurements and their well-founded error analysis in a silver electrodeposition system L. Pauwels, W. Simons, A. Hubin, J. Schoukens, R. Pintelon Electrochemica Acta 47 (2002) 2135-2141
On-line robust processing techniques for elimination of measurement drop-out S. Vanlanduit, P. Guillaume, J. Schoukens Measurement Science and Technology 13 (2002), pp. 1183-1190
Modified AIC rule for model selection in combination with prior estimated noise models J. Schoukens, Y. Rolain, R. Pintelon Automatica, Vol. 38, No. 5 (2002), pp. 903-906
An Automatic Harmonic Selection Scheme for Measurements and Calibration With the Nonlinear Vectorial Network Analyzer W. Van Moer, Y. Rolain, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 51, No. 2, April 2002, pp. 337-341
Linear and nonlinear damage detection using a scanning laser vibrometer S.Vanlanduit, P. Guillaume, J. Schoukens, E. Parloo Shock and Vibration 9 (1-2), 2002, pp. 43-56
Measurement of Frequency Response Functions using Periodic Excitations, Corrputed by Correlated Input/Output Errors R. Pintelon, J. Schoukens IEEE Transactions Instrumentation and Measurement, Vol. 50, No. 6, December 2001, pp.1753-1760
Initial Estimates of Wiener and Hammerstein Systems Using Multisine Excitation P. Crama, J. Schoukens IEEE Transactions Instrumentation and Measurement, Vol. 50, No. 6, December 2001, pp.1791-1795
Design of Multisine Excitations to Characterize theNonlinear Distortions During FRF-measurements K. Vanhoenacker, T. Dobrowiecki, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 50, No. 5, October 2001, pp. 1097-1102
An Identification Technique for Data Acquisition Characterization in the Presence of Nonlinear Distortions and Time Base Distortions G. Vandersteen, Y. Rolain, J. Schoukens Transactions on Instrumentation and Measurement, Vol. 50, No. 5, October 2001, pp. 1355–1363
Static Nonlinearity Testing of Digital-to-Analog Converters B. Vargha, J. Schoukens, Y. Rolain IEEE Transactions on Instrumentation and Measurement, Vol. 50, No. 5, October 2001, pp. 1283-1288
Identification of Linear Systems in the Presence of Nonlinear Distortions R. Pintelon, J. Schoukens, W. Van Moer, Y. Rolain IEEE Transactions on Instrumentation and Measurement, Vol. 50, No. 4, August 2001, pp. 855-863
Obtaining Accurate Confidence Regions for the Estimated Zeros and Poles in System Identification Problems R. Vuerinckx, R. Pintelon, J. Schoukens, Y. Rolain IEEE Transactions on Automatic Control, Vol. 46, No. 4, pp. 656-659, April 2001
Identification of rotor-bearing systems in the frequency domain part I: Estimation of frequency response functions F. Peeters, R. Pintelon, J. Schoukens, Y. Rolain Mechanical Systems and Signal Processing (2001) 15(4), pp. 759–773
Identification of rotor-bearing systems in the frequency domain part II: Estimation of modal parameters F. Peeters, R. Pintelon, J. Schoukens, Y. Rolain Mechanical Systems and Signal Processing (2001) 15(4), pp. 775–788
Practical Choices in the FRF Measurement in Presence of Nonlinear Distortions T.P. Dobrowiecki, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 50, No. 1, February 2001, pp. 2-7
Synthesis, Characterization, and Catalytic Properties of Dyphenyl- and Dichlorobutyltin Functionalities Grafted to Insoluble Polystyrene Beads by a -(CH2)n-(n = 4,6) Spacer F. A.G. Mercier, M. Biesemans, R. Altmann, R. Willem, R. Pintelon, J. Schoukens, B. Delmond, G. Dumartin Organometallics 2001, 20, pp. 958-962
Frequency response function measurements in the presence of nonlinear distortions J. Schoukens, R. Pintelon, Y. Rolain, T. Dobrowiecki Automatica 37 (2001) pp. 939–946
Simple methods and insights to deal with nonlinear distortions in FRF-measurements J. Schoukens, Y. Rolain, J. Swevers, J. De Cuyper Mechanical Systems and Signal Processing (2000), Vol. 14, No. 4, pp. 657-666
Robust Broadband Periodic Excitation Design G. Simon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 49, No. 2, April 2000, pp. 270-274
Broadband versus Stepped Sine FRF Measurements J. Schoukens, R. Pintelon, Y. Rolain IEEE Transactions on Instrumentation and Measurement, Vol. 49, No. 2, April 2000, pp. 275–278
Learning Neural Networks with Noisy Inputs Using the Errors-in-Variables Approach J. Van Gorp, J. Schoukens, R. Pintelon IEEE Transactions on Neural Networks, Vol. 11, No. 2, March 2000, pp. 402-414
Frequency Domain System Identification with Missing Data R. Pintelon, J. Schoukens IEEE Transactions on Automatic Control, Vol. 45, No. 2, February 2000, pp. 364-369
Box-Jenkins Continuous-Time Modeling R. Pintelon, J. Schoukens, Y. Rolain Automatica 36 (2000) pp. 983-991
Measurement and Identification of Nonlinear Systems Consisting of Linear Dynamic Blocks and One Static Nonlinearity G. Vandersteen, J. Schoukens IEEE Transactions on Automatic Control, Vol. 44, No. 6, June 1999, pp. 1266-1271
Identification of Continuous-Time Systems with Missing Data R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 48, No. 3, June 1999, pp. 736-740
Identification of Invariants of (Over)Parameterized Models: Finite Sample Results R. Pintelon, J. Schoukens, G. Vandersteen, Y. Rolain IEEE Transactions on Automatic Control, Vol. 44, No. 5, May 1999, pp. 1073-1077
Frequency-Domain Identification of Linear Systems Using Arbitrary Excitations and a Nonparametric Noise Model J. Schoukens, G. Vandersteen, R. Pintelon, P. Guillaume IEEE Transactions on Automatic Control, Vol. 44, No. 2, February 1999, pp. 343-347
Time series Analysis in the Frequency Domain R. Pintelon, J. Schoukens IEEE Transactions on Signal Processing, Vol. 47, No. 1, January 1999, pp. 206-210
Study of Conditional ML estimators in time and frequency-domain system identification J. Schoukens, R. Pintelon, Y. Rolain Automatica, Vol. 35, No. 1, 1999, pp. 91–100
Signal Reconstruction for Non-Equidistant Finite Length Sample Sets: a “KIS” approach Y. Rolain, J. Schoukens, G. Vandersteen IEEE Transactions on Instrumentation and Measurement, Vol. 47, No. 5, October 1998, pp. 1046-1052
A Weighted Total Least Squares Estimator for Multivariable Systems with Nearly Maximum Likelihood Properties P. Guillaume, R. Pintelon, J. Schoukens IEEE Trans. Instrum. Meas., Vol. IM-47, No. 4, August 1998, pp. 818-822
Parametric and Nonparametric Identification of Linear Systems in the Presence of Nonlinear Distortions-A frequency Domain Approach J. Schoukens, T. Dobrowiecki, R. Pintelon IEEE Transactions on Automatic Control, Vol. 43, No. 2, February 1998, pp. 176-190
Improved Frequency Response Function Measurements for Random Noise Excitations J. Schoukens, Y. Rolain, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. 47, No. 1, February 1998, pp. 322–326
Comparison of Two Feedforward Design Methods Aiming at Accurate Trajectory Tracking of the End Point of a Flexible Robot Arm D.E. Torfs, R. Vuerinckx, J. Swevers, J. Schoukens IEEE Transactions on Control Systems Technology, Vol. 6, No. 1, January 1998, pp. 2-14
Frequency Domain System Identification Using Arbitrary Signals R. Pintelon, J. Schoukens, G. Vandersteen IEEE Transactions on Automatic Control, Vol. 42, No. 12, December 1997, pp. 1717-1720
Order Estimation for Linear Time-Invariant Systems using Frequency Domain Identification Methods. Y. Rolain, J. Schoukens, R. Pintelon IEEE Transactions on Automatic Control, Vol. 42, No. 10, October 1997, pp. 1408-1417
A Sinewave Fitting Procedure for Characterizing Data Acquisition Channels in the presence of Time Base Distortions and Time Jitter J. Schoukens, R. Pintelon, G. Vandersteen IEEE Transactions on Instrumentation and Measurement, Vol. 46, No. 4, August 1997, pp. 1005-1010
Frequency-domain system identification using non-parametric noise models estimated from a small number of data sets. J. Schoukens, R. Pintelon, G. Vandersteen, P. Guillaume Automatica, Vol. 33, no. 6, pp. 1073-1086, 1997
An Improved Sliding-Load Calibration Procedure Using an Semiparametric Circle-Fitting Procedure G. Vandersteen, Y. Rolain, J. Schoukens, A. Verschueren IEEE Transactions on Microwave Theory and Techniques, Vol. 45, No. 7, July 1997, pp. 1027–1033
Non-parametric Estimation of the Frequency-response Functions of the Linear Blocks of a Wiener-Hammerstein Model G. Vandersteen, Y. Rolain, J. Schoukens Automatica, Vol. 33, No. 7, 1997, pp. 1351–1355
Identification of continuous-time systems using arbitrary signals. R. Pintelon, J. Schoukens Automatica, Vol. 33, No. 5, 1997, pp. 991-994
Model Selection through a Statistical Analysis of the Global Minimum of a Weighted Nonlinear Least Squares Cost Function R. Pintelon, J. Schouken, G. Vandersteen IEEE Transactions on Signal Processing, Vol. 45, No. 3, March 1997, pp. 686-693
Frequency-Domain Identification of Linear Time-Invariant Systems Under Nonstandard Conditions R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 46, No. 1, February 1997, pp. 65-71
Selection of an Optimal Force-State Map S. Duym, J. Schoukens Mechanical Systems and Signal Processing 10 (6), November 1996, pp. 683-695
A Local Restoring Force Surface Method S. Duym, J. Schoukens, P. Guillaume The International Journal of Analytical and Experimental Modal Analysis, 11 (3 & 4), 1996, pp 116-132
Design of Stable IIR Filters in the Complex domain by Automatic Delay Selection R. Vuerinckx, Y. Rolain, J. Schoukens, R. Pintelon IEEE Transactions on Signal Processing, Vol. 44, No. 9, September 1996, pp. 2339-2344
Design of Narrow Band, High Resolution Multisines J. Schoukens, Y. Rolain, P. Guillaume IEEE Transactions on Instrumentation and Meassurement, Vol. 45, No. 3, June 1996, pp. 750-753
Minimum Variance Bounds for Overparametrized Models R. Pintelon, J. Schoukens , Y. Rolain IEEE Transactions on Automatic Control, 1996, Vol. AC-41, No 5, 1996, pp. 719-720
An Improved Sine-wave Fitting Procedure for Characterizing Data Acquisition Channels R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. IM-45, No. 2, 1996, pp. 588-593
On the Use of System Identification for Accurate Parametric Modelling of Non-Linear Systems using Noisy Measurements G. Vandersteen, Y. Rolain, J. Schoukens, R. Pintelon IEEE Transactions on Instrumentation and Measurement, Vol. IM-45, No. 2, 1996, pp. 605–609
Study of the Influence of Clock Instabilities in Synchronized data Acquisition Systems J. Schoukens, F. Louage, Y. Rolain IEEE Transactions on Instrumentation and Measurement, Vol. 45, No. 2, 1996, pp. 601–604
Measurement of Noise (Cross-)Power Spectra for Frequency-Domain System Identification Purposes: Large-Sample Results R. Pintelon, P. Guillaume, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. IM-44, no 1, 1996, pp. 12-21
A Critical Note on Histogram Testing of Data Acquisition Channels J. Schoukens IEEE Transactions on Instrumentation and Measurement., Vol. 44, No. 4, 1995, pp. 860-863
Robust parametric transfer function estimation using complex logarithmic frequency response data P. Guillaume, R. Pintelon, J. Schoukens IEEE Transactions on Automatic Control, Vol. 40, No. 7, 1995, pp. 1180-1190
Generating Piecewice-Constant Excitations with an arbitrary Power Spectrum J. Schoukens, P. Guillaume, R. Pintelon IEE Proc. Control Theory Appl., Vol. 142, no 3, 1995, pp. 241-246
Design of excitation signals for the Restoring Force Surface Method S. Duym, J. Schoukens Mechanical Systems and Signal Processing, 1995, Vol. 9, No. 2, pp. 139-158
Parametric Identification of Transfer Functions in the Frequency Domain-A Survey R. Pintelon, P. Guillaume, Y. Rolain, J. Schoukens, H. Van Hamme IEEE Transactions on Automatic Control, Vol. 39, No. 11, 1994, pp. 2245-2260
Quantifying Model Errors of Identified Transfer Functions J. Schoukens, R. Pintelon IEEE Transactions on Automatic Control, Vol. 39, No. 8, 1994, pp. 1733-1737
Identification of Linear Dynamic Systems Using Piecewise Constant Excitations: Use, Misuse and Alternatives J. Schoukens, R. Pintelon, H. Van hamme Automatica, Vol. 30, No. 7, 1994, pp. 1153-1169
Identification of Synchronous Machines Parameters Using Broadband excitation K. Beya, R. Pintelon, J. Schoukens, P. Lataire, P. Guillaume, B. Mpanda-Mabwe, M. Delhaye IEEE Transactions on Energy Conversion, Vol. 9, No. 2, 1994, pp. 270-280
EXPERT OPINION: The key to better measurements is software J. Schoukens, M. Vanden Bossche, R. Pintelon IEEE SPECTRUM, 1993, Vol. 30, No. 1, p 55
Non-parametric Frequency Response Functions Estimators Based on Nonlinear Averaging Techniques P. Guillaume, R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. IM-41, No. 6, 1992, pp. 739-746
Parametric Identification of Two-Port Models in the Frequency Domain P. Guillaume, R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, IM-41, No. 2, 1992, pp. 233-239
The Interpolated Fast Fourier Transform : A Comparative Study J. Schoukens, R. Pintelon, H. Van hamme IEEE Transactions on Instrumentation and Measurement, IM-41, No. 2, 1992, pp. 226–232
Crest-Factor Minimization Using Nonlinear Chebyshev Approximation Methods P. Guillaume, J. Schoukens, R. Pintelon, I. Kollar IEEE Transactions on Instrumentation and Measurement, Vol. 40, No. 6, 1991, pp. 982-989
Correspondence : Another Step Towards an Ideal Data Acquisition Channel I. Kollar, R. Pintelon, Y. Rolain, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. IM-40, No. 3, 1991, pp. 659-660
“IMMI”: A Concept and Model for the Design of Knowledge-Based Instrumentation L. Van Biesen, J. Schoukens VDI Berichte, No. 856, 1990, pp. 161-171
On the use of Signals with a Constant Signal-to-Noise Ratio in the Frequency-Domain P. Guillaume, R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 6, pp. 835-842
Amplitide-Only versus Amplitude-Phase Estimation Y. Rolain, R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 6, pp. 818–823
Optimal FIR and IIR Hilbert Transformer Design Via LS and Minimax Fitting I. Kollár, R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 6, pp. 847–852
Parameter Estimation in Strongly Nonlinear Circuits E. Van Den Eijnde, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 6, pp. 853–859
Measurement of Frequency Response Functions in Noisy Environments J. Schoukens, R. Pintelon IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 6, pp. 905–909
Real-Time Integration and Differentiation of Analog Signals by Means of Digital Filtering R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 6, pp. 923–927
Description of a Parametric MLE in the Frequency Domain for MIMO Systems and its Application to Flight Flutter Analysis P. Guillaume, R. Pintelon, J. Schoukens Mechanical Systems and Signal Processing, 1990, Vol. 4, No. 5, pp. 405-416
Robust Identification of Transfer Functions in the s- and z-Domains R. Pintelon, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 39, No. 4, 1990, pp. 565-573
Towards an Ideal Data Acquisition Channel R. Pintelon, Y. Rolain, M. Vanden Bossche, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. IM-39, No. 1, pp. 116-120
Steady-State Analysis of a Periodically Excited Nonlinear System E. Van Den Eijnde, J. Schoukens IEEE Transactions on Circuits and Systems, Vol. 37, No. 2, 1990, pp. 232–242
Group Delay Measurements of a Transmission Line Using Single Channel Measurements D. Van Wassenhove, J. Schoukens IEEE Transactions on Instrumentation and Measurement, 1990, Vol. 39, No. 1, pp. 180–183
Design and Implementation of a Fast Logarithmic Stepped Sine for a Fixed Sample Rate Digital Network Analyser Y. Rolain, J. Schoukens IEEE Transactions on Instrumentation and Measurement, Vol. 39, No. 1, 1990, pp. 151–156
Modeling of Continuous Time Systems Using a Discrete Time Representation J. Schoukens Automatica, Vol.26, No. 3, pp. 579-583, 1990
Sensitivity of Roots to Errors in the Coefficients of Polynomials obtained by Frequency Domain Estimation Methods P. Guillaume, J. Schoukens, R. Pintelon IEEE Transactions on Instrumentation and Measurement, 1989, Vol. IM-38, No. 6, pp. 1050-1056
Parametric Frequency Domain Modeling in Modal Analysis R. Pintelon, J. Schoukens, P. Guillaume Mechanical Systems and Signal Processing, Vol. 3, No. 4, 1989, pp. 389-403
Survey of Excitation Signals for F.F.T. Based Signal Analyzers J. Schoukens, R. Pintelon, E. Van der Ouderaa, J. Renneboog IEEE Transactions on Instrumentation and Measurement, 1988, Vol. 37, No. 3, pp. 342-351
The Geometric Mean of Power (amplitude) Spectra has a Much Smaller Bias than the Classical Arithmetic (RMS) Averaging R. Pintelon, J. Schoukens, J. Renneboog IEEE Transactions on Instrumentation and Measurement, 1988, Vol. 37, pp. 213-218
Peak Factor Minimization of Input and Output Signals of Linear Systems E. Van der Ouderaa, J. Schoukens, J. Renneboog IEEE Transactions on Instrumentation and Measurement, Vol. 37, No. 2, 1988, pp. 207–212
A Maximum Likelihood Estimator for linear and Nonlinear Systems – A Practical Application of Estimation Techniques in Measurement Problems J. Schoukens, R. Pintelon, J. Renneboog IEEE Transactions on Instrumentation and Measurement, Vol. 37, No. 1, 1988, pp. 10-17
Peak Factor Minimization Using a Time-Frequency Domain Swapping Algorithm E. Van der Ouderaa, J. Schoukens, J. Renneboog IEEE Transactions on Instrumentation and Measurement, Vol. 37, No. 1, 1988, pp. 145–147
Comments on “Multitone Signals with Low Crest Factor” E. Van der Ouderaa, J. Schoukens, J. Renneboog IEEE Transactions on Circuits and Systems, Vol. CAS-34, No. 9, 1987, pp. 1125-1127
Modeling the Noise Influence on the Fourier Coefficients after a Discrete Fourier Transform J. Schoukens, J. Renneboog IEEE trans. on instrum. and meas., Vol. IM-35, No. 3, 1986, pp. 278-286
Dynamic Testing and Diagnostics of A/D Converters M. Vanden Bossche, J. Schoukens, J. Renneboog IEEE trans. on circuits and systems, Vol. CAS-33, No. 8, 1986, pp. 775-785
A Maximum Likelihood Estimator for a Class of Nonlinear Systems J. Schoukens, J. Renneboog, G. Knapen Iasted Journal of Modelling and Simulation, Vol. 6, No. 2, 1986
High-Accuracy Spectrum Analysis of Sampled Discrete Frequency Signals by Analytical Leakage Compensation H. Renders, J. Schoukens, G. Vilain IEEE trans. on instrum. and meas., Vol. IM-33, No. 4, 1984, pp. 287-292.
