Johan Schoukens
Orcid: 0000-0003-0492-6137
According to our database1,
Johan Schoukens
authored at least 234 papers
between 1990 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 1997, "For contributions to frequency domain system identification and the integrated of measurement, signal processing and estimation theory.".
Timeline
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Bibliography
2023
IEEE Trans. Instrum. Meas., 2023
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023
2022
IEEE Trans. Instrum. Meas., 2022
Decoupling multivariate functions using a nonparametric filtered tensor decomposition.
CoRR, 2022
Autom., 2022
2021
CoRR, 2021
2020
IEEE Trans. Instrum. Meas., 2020
IEEE Trans. Instrum. Meas., 2020
IEEE Trans. Instrum. Meas., 2020
IEEE Trans. Autom. Control., 2020
A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow.
CoRR, 2020
Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling.
CoRR, 2020
2019
IEEE Control. Syst. Lett., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Gaussian process regression for the estimation of generalized frequency response functions.
Autom., 2019
Identification of Decoupled Polynomial NARX Model Using Simulation Error Minimization.
Proceedings of the 2019 American Control Conference, 2019
2018
IEEE Trans. Instrum. Meas., 2018
Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments.
IEEE Trans. Instrum. Meas., 2018
Approximate decoupling of multivariate polynomials using weighted tensor decomposition.
Numer. Linear Algebra Appl., 2018
Int. J. Control, 2018
Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record.
CoRR, 2018
Linear System Identification in a Nonlinear Setting - Nonparametric analysis of the nonlinear distortions and their impact on the best linear approximation.
CoRR, 2018
Nonlinear state-space modelling of the kinematics of an oscillating circular cylinder in a fluid flow.
CoRR, 2018
Comparison of several data-driven nonlinear system identification methods on a simplified glucoregulatory system example.
CoRR, 2018
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
2017
IEEE Trans. Instrum. Meas., 2017
Estimating Respiratory Impedance at Breathing Frequencies Using Regularized Least Squares on Forced Oscillation Technique Measurements.
IEEE Trans. Instrum. Meas., 2017
IEEE Trans. Instrum. Meas., 2017
IEEE Trans. Instrum. Meas., 2017
Data-Driven Nonlinear Identification of Li-Ion Battery Based on a Frequency Domain Nonparametric Analysis.
IEEE Trans. Control. Syst. Technol., 2017
A Local Polynomial Approach to Nonparametric Estimation of the Best Linear Approximation of Lithium-Ion Battery From Multiple Datasets.
IEEE Control. Syst. Lett., 2017
CoRR, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Measuring the best linear approximation of Wiener systems using multilevel sequences.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Recursive Discrete-Time Models for Continuous-Time Systems Under Band-Limited Assumptions.
IEEE Trans. Instrum. Meas., 2016
Using the Best Linear Approximation With Varying Excitation Signals for Nonlinear System Characterization.
IEEE Trans. Instrum. Meas., 2016
IEEE Trans. Instrum. Meas., 2016
CoRR, 2016
Weighted tensor decomposition for approximate decoupling of multivariate polynomials.
CoRR, 2016
Information matrix and D-optimal design with Gaussian inputs for Wiener model identification.
Autom., 2016
The transient impulse response modeling method for non-parametric system identification.
Autom., 2016
Autom., 2016
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016
Proceedings of the 15th European Control Conference, 2016
2015
Proceedings of the Encyclopedia of Systems and Control, 2015
IEEE Trans. Instrum. Meas., 2015
IEEE Trans. Instrum. Meas., 2015
Nonparametric Time-Domain Identification of Linear Slowly Time-Variant Systems Using B-Splines.
IEEE Trans. Instrum. Meas., 2015
IEEE Trans. Instrum. Meas., 2015
Decoupling Multivariate Polynomials Using First-Order Information and Tensor Decompositions.
SIAM J. Matrix Anal. Appl., 2015
Autom., 2015
Structure discrimination in block-oriented models using linear approximations: A theoretic framework.
Autom., 2015
Perturbed datasets methods for hypothesis testing and structure of corresponding confidence sets.
Autom., 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Study of the minimum experiment length to identify linear dynamic systems: A variance based approach.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Output error bounds for discrete-time models with forced delay under band-limited assumptions: An experimental study.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Design of excitations for structure discrimination of nonlinear systems, using the best linear approximation.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Decoupling static nonlinearities in a parallel Wiener-Hammerstein system: A first-order approach.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Reducing the measurement time of the Best Linear Approximation of a nonlinear system using improved averaging methods.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Nonparametric estimation of a time-variant system: An experimental study of B-splines and the regularization based smoothing.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Incorporating Best Linear Approximation within LS-SVM-based Hammerstein System Identification.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
IEEE Trans. Instrum. Meas., 2014
Smoothing the LPM Estimate of the Frequency Response Function Via an Impulse Response Truncation Technique.
IEEE Trans. Instrum. Meas., 2014
Measuring Nonlinear Effects in Respiratory Mechanics: A Proof of Concept for Prototype Device and Method.
IEEE Trans. Instrum. Meas., 2014
A Rigorous Analysis of Least Squares Sine Fitting Using Quantized Data: The Random Phase Case.
IEEE Trans. Instrum. Meas., 2014
Autom., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IEEE 13th International Workshop on Advanced Motion Control, 2014
2013
Design of Multilevel Signals for Identifying the Best Linear Approximation of Nonlinear Systems.
IEEE Trans. Instrum. Meas., 2013
IEEE Trans. Instrum. Meas., 2013
IEEE Trans. Instrum. Meas., 2013
Design of Quasi-Logarithmic Multisine Excitations for Robust Broad Frequency Band Measurements.
IEEE Trans. Instrum. Meas., 2013
Errors-in-variables identification of dynamic systems excited by arbitrary non-white input.
Autom., 2013
Autom., 2013
Identification of systems with localised nonlinearity: From state-space to block-structured models.
Autom., 2013
Three free data sets for development and benchmarking in nonlinear system identification.
Proceedings of the 12th European Control Conference, 2013
From coupled to decoupled polynomial representations in parallel Wiener-Hammerstein models.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013
Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013
Study of User-Specified Parameters in Nonlinear Dynamics Modeling with Neural Networks.
Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013
2012
Analysis of Best Linear Approximation of a Wiener-Hammerstein System for Arbitrary Amplitude Distributions.
IEEE Trans. Instrum. Meas., 2012
Estimation of the FRF Through the Improved Local Bandwidth Selection in the Local Polynomial Method.
IEEE Trans. Instrum. Meas., 2012
Frequency Response Function Measurements Using Concatenated Subrecords With Arbitrary Length.
IEEE Trans. Instrum. Meas., 2012
Approximate ML Estimation of the Period and Spectral Content of Multiharmonic Signals Without User Interaction.
IEEE Trans. Instrum. Meas., 2012
IEEE Trans. Speech Audio Process., 2012
Autom., 2012
Initializing Wiener-Hammerstein models based on partitioning of the best linear approximation.
Autom., 2012
Uniquely connecting frequency domain representations of given order polynomial Wiener-Hammerstein systems.
Autom., 2012
Minimally invasive in vivo human lung tissue bioimpedance measurements during the bronchoscopy procedure.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Convergence analysis and experiments using an RPEM based on nonlinear ODEs and midpoint integration.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
The Use of Nonparametric Noise Models Extracted From Overlapping Subrecords for System Identification.
IEEE Trans. Signal Process., 2011
Improved Variance Estimates of FRF Measurements in the Presence of Nonlinear Distortions Via Overlap.
IEEE Trans. Instrum. Meas., 2011
Novel Estimation of the Electrical Bioimpedance Using the Local Polynomial Method. Application to In Vivo Real-Time Myocardium Tissue Impedance Characterization During the Cardiac Cycle.
IEEE Trans. Biomed. Eng., 2011
IEEE Trans. Speech Audio Process., 2011
On climate reconstruction using bivalves: Three methods to interpret the chemical signature of a shell.
Comput. Methods Programs Biomed., 2011
Spectral analysis of block structured nonlinear systems and higher order sinusoidal input describing functions.
Autom., 2011
Constrained time-variant signal modeling for identifying colliding harmonics in sound mixtures.
Proceedings of the 19th European Signal Processing Conference, 2011
A state-space view on locally-stable, globally-unstable nonlinear models driven by Gaussian burst inputs.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
The Local Polynomial Method for nonparametric system identification: Improvements and experimentation.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Frequency domain based friction compensation - Industrial application to transmission electron microscopes -.
Proceedings of the American Control Conference, 2011
Proceedings of the American Control Conference, 2011
2010
Welch method revisited: nonparametric power spectrum estimation via circular overlap.
IEEE Trans. Signal Process., 2010
Study of the Variance of Parametric Estimates of the Best Linear Approximation of Nonlinear Systems.
IEEE Trans. Instrum. Meas., 2010
Upper Bounding Variations of Best Linear Approximations of Nonlinear Systems in Power Sweep Measurements.
IEEE Trans. Instrum. Meas., 2010
IEEE Trans. Instrum. Meas., 2010
Accuracy analysis of time domain maximum likelihood method and sample maximum likelihood method for errors-in-variables and output error identification.
Autom., 2010
Autom., 2010
Autom., 2010
Time-variant harmonic and transient signal modeling by joint polynomial and piecewise linear approximation.
Proceedings of the 18th European Signal Processing Conference, 2010
On the use of parametric and non-parametric noise-models in time- and frequency domain system identification.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
IEEE Trans. Signal Process., 2009
Quasi-Analytical Bit-Error-Rate Analysis Technique Using Best Linear Approximation Modeling.
IEEE Trans. Instrum. Meas., 2009
IEEE Trans. Instrum. Meas., 2009
IEEE Trans. Instrum. Meas., 2009
Optimal Settings for Measuring Frequency Response Functions With Weighted Overlapped Segment Averaging.
IEEE Trans. Instrum. Meas., 2009
Eur. J. Control, 2009
Time-variant harmonic signal modeling by using polynomial approximation and fully automated spectral analysis.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
IEEE Trans. Instrum. Meas., 2008
Identification of a Block-Structured Nonlinear Feedback System, Applied to a Microwave Crystal Detector.
IEEE Trans. Instrum. Meas., 2008
IEEE Trans. Instrum. Meas., 2008
A Nonlinear Block Structure Identification Procedure Using Frequency Response Function Measurements.
IEEE Trans. Instrum. Meas., 2008
Frequency-Domain, Errors-in-Variables Estimation of Linear Dynamic Systems Using Data From Overlapping Subrecords.
IEEE Trans. Instrum. Meas., 2008
Comput. Geosci., 2008
Study of the LTI relations between the outputs of two coupled Wiener systems and its application to the generation of initial estimates for Wiener-Hammerstein systems.
Autom., 2008
2007
IEEE Trans. Instrum. Meas., 2007
IEEE Trans. Instrum. Meas., 2007
IEEE Trans. Instrum. Meas., 2007
Frequency domain maximum likelihood estimation of linear dynamic errors-in-variables models.
Autom., 2007
A comprehensive study of the bias and variance of frequency-response-function measurements: Optimal window selection and overlapping strategies.
Autom., 2007
2006
IEEE Trans. Instrum. Meas., 2006
IEEE Trans. Instrum. Meas., 2006
IEEE Trans. Autom. Control., 2006
Autom., 2006
Proceedings of the American Control Conference, 2006
2005
IEEE Trans. Instrum. Meas., 2005
IEEE Trans. Instrum. Meas., 2005
IEEE Trans. Instrum. Meas., 2005
Variance analysis of frequency response function measurements using periodic excitations.
IEEE Trans. Instrum. Meas., 2005
Computing an initial estimate of a Wiener-Hammerstein system with a random phase multisine excitation.
IEEE Trans. Instrum. Meas., 2005
Least-squares periodic signal modeling using orbits of nonlinear ODEs and fully automated spectral analysis.
Autom., 2005
2004
IEEE Trans. Instrum. Meas., 2004
Experimental characterization of operational amplifiers: a system identification Approach-part I: theory and Simulations.
IEEE Trans. Instrum. Meas., 2004
Experimental characterization of operational amplifiers: a system identification approach-part II: calibration and measurements.
IEEE Trans. Instrum. Meas., 2004
Eur. J. Control, 2004
Estimation of the risk for an unstable behaviour of feedback systems in the presence of nonlinear distortions.
Autom., 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Time domain identification, frequency domain identification. Equivalencies! Differences?
Proceedings of the 2004 American Control Conference, 2004
2003
Detection of nonlinear distortions with multisine excitations in the case of nonideal behavior of the input signal.
IEEE Trans. Instrum. Meas., 2003
IEEE Trans. Instrum. Meas., 2003
IEEE Trans. Instrum. Meas., 2003
Autom., 2003
2002
IEEE Trans. Instrum. Meas., 2002
IEEE Trans. Instrum. Meas., 2002
IEEE Trans. Instrum. Meas., 2002
An automatic harmonic selection scheme for measurements and calibration with the nonlinear vectorial network analyzer.
IEEE Trans. Instrum. Meas., 2002
Modified AIC rule for model selection in combination with prior estimated noise models.
Autom., 2002
Development of a smart mass flow sensor based on adaptive notch filtering and frequency domain identification.
Proceedings of the American Control Conference, 2002
2001
IEEE Trans. Instrum. Meas., 2001
Design of multisine excitations to characterize the nonlinear distortions during FRF-measurements.
IEEE Trans. Instrum. Meas., 2001
An identification technique for data acquisition characterization in the presence of nonlinear distortions and time base distortions.
IEEE Trans. Instrum. Meas., 2001
IEEE Trans. Instrum. Meas., 2001
Measurement of frequency response functions using periodic excitations, corrupted by correlated input/output errors.
IEEE Trans. Instrum. Meas., 2001
IEEE Trans. Instrum. Meas., 2001
IEEE Trans. Instrum. Meas., 2001
Obtaining accurate confidence regions for the estimated zeros and poles in system identification problems.
IEEE Trans. Autom. Control., 2001
Autom., 2001
Proceedings of the Conference on Design, Automation and Test in Europe, 2001
Nonparametric model error bounds for control design in the presence of nonlinear distortions.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
IEEE Trans. Autom. Control., 2000
1999
IEEE Trans. Instrum. Meas., 1999
Measurement and identification of nonlinear systems consisting of linear dynamic blocks and one static nonlinearity.
IEEE Trans. Autom. Control., 1999
Frequency-domain identification of linear systems using arbitrary excitations and a nonparametric noise model.
IEEE Trans. Autom. Control., 1999
IEEE Trans. Autom. Control., 1999
Study of conditional ML estimators in time and frequency-domain system identification.
Autom., 1999
1998
IEEE Trans. Instrum. Meas., 1998
Signal reconstruction for non-equidistant finite length sample sets: a "KIS" approach.
IEEE Trans. Instrum. Meas., 1998
A weighted total least squares estimator for multivariable systems with nearly maximum likelihood properties.
IEEE Trans. Instrum. Meas., 1998
Comparison of two feedforward design methods aiming at accurate trajectory tracking of the end point of a flexible robot arm.
IEEE Trans. Control. Syst. Technol., 1998
Parametric and nonparametric identification of linear systems in the presence of nonlinear distortions-a frequency domain approach.
IEEE Trans. Autom. Control., 1998
1997
Model selection through a statistical analysis of the global minimum of a weighted nonlinear least squares cost function.
IEEE Trans. Signal Process., 1997
Order estimation for linear time-invariant systems using frequency domain identification methods.
IEEE Trans. Autom. Control., 1997
IEEE Trans. Autom. Control., 1997
Non-parametric Estimation of the Frequency-response Functions of the Linear Blocks of a Wiener-Hammerstein Model.
Autom., 1997
Frequency-domain system identification using non-parametric noise models estimated from a small number of data sets.
Autom., 1997
1996
IEEE Trans. Signal Process., 1996
IEEE Trans. Autom. Control., 1996
1995
Robust parametric transfer function estimation using complex logarithmic frequency response data.
IEEE Trans. Autom. Control., 1995
1994
IEEE Trans. Autom. Control., 1994
IEEE Trans. Autom. Control., 1994
Identification of linear dynamic systems using piecewise constant excitations: Use, misuse and alternatives.
Autom., 1994
1990
Autom., 1990