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- 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 the Nonlinear 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.
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