J. Schoukens

PROFILE

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Aliases
J Schoukens, J. Schoukens, Johan Schoukens, Johan Schoukens Johan Schoukens Johan Schoukens Johan Schoukens
Publication record
612 papers · 15,625 citations · H-index 57

PAPERS

Accuracy bounds for the simulation of a class of continuous-time nonlinear models
20260 citationsauthor #2
Low-Complexity Electrochemical-Impedance Spectroscopy for Battery Monitoring
202316 citationsauthor #3
Asymptotic Properties of a One-bit Estimator of Parametric Signals
20231 citationsauthor #3
A data-driven nonlinear state-space model of the unsteady lift force on a pitching wing
202217 citationsauthor #5
Data‐driven generation of synthetic wind speeds: A comparative study
20221 citationsauthor #2
One-Bit Constrained Measurements of Parametric Signals
202214 citationsauthor #2
Decoupling multivariate functions using a nonparametric filtered tensor decomposition
20223 citationsauthor #5
Real-time feedback control of the impurity emission front in tokamak divertor plasmas
202160 citationsauthor #11
One-bit System Identification
20212 citationsauthor #2
PNLSS Toolbox 1.0
20216 citationsauthor #3
Decoupling multivariate functions using a non-parametric Filtered CPD approach
20219 citationsauthor #4
One-Bit Sine-Fit
20213 citationsauthor #2
Applying Polynomial Decoupling Methods to the Polynomial NARX Model
202114 citationsauthor #3
Decoupling Non-Polynomial Functions: A Neural Network Example
20210 citationsauthor #3
A frequency domain approach for local module identification in dynamic networks
20219 citationsauthor #3
Decoupling P-NARX models using filtered CPD
20211 citationsauthor #4
Frequency Response Measurements With Local Parametric Modeling
20206 citationsauthor #2
Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling
202022 citationsauthor #4
Real-Time reconstruction and control of the radiation front location in TCV and AUG
20200 citationsauthor #17
A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow
202010 citationsauthor #4
User-friendly nonlinear nonparametric estimation framework for vibro-acoustic industrial measurements with multiple inputs
202019 citationsauthor #3
A 1.5-bit DFT Analyzer
20200 citationsauthor #2
Estimating a nonparametric data-driven model of the lift on a pitching wing
20205 citationsauthor #6
Frequency and Amplitude Domain DAC-ADC Co-Testing Using Ternary Signals
20201 citationsauthor #2
Simplified Analysis for Multiple Input Systems: A Toolbox Study Illustrated on F-16 Measurements
202010 citationsauthor #3
Quick Estimation of Periodic Signal Parameters From 1-Bit Measurements
202019 citationsauthor #2
Identification of Decoupled Polynomial NARX Model Using Simulation Error Minimization* Supported by the Natural Sciences and Engineering Research Council of Canada (NSERC) through grant RGPIN/06464-2015.
20195 citationsauthor #3
Decoupling Multivariate Polynomials for Nonlinear State-Space Models
201917 citationsauthor #3
Nonlinear System Identification: A User-Oriented Road Map
2019372 citationsauthor #1
Gaussian process regression for the estimation of generalized frequency response functions
20198 citationsauthor #3
The Best Linear Approximation of MIMO Systems: First Results on Simplified Nonlinearity Assessment
20197 citationsauthor #3
Frequency Response Functions, Uncertainty Estimates, Localization of Resonances, and Model Validation
20190 citationsauthor #2
Multiple-Input Single-Output Polynomial Nonlinear State-Space Model of the Li-ion Battery's Short-term Dynamics
20182 citationsauthor #4
Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record
20186 citationsauthor #5
Nonlinear state-space modelling of the kinematics of an oscillating circular cylinder in a fluid flow
201825 citationsauthor #5
Using Decoupling Methods to Reduce Polynomial NARX Models
201817 citationsauthor #4
Efficient Multidimensional Regularization for Volterra Series Estimation
201837 citationsauthor #3
Improved tactile resonance sensor for robotic assisted surgery
201831 citationsauthor #2
Approximate decoupling of multivariate polynomials using weighted tensor decomposition
20184 citationsauthor #4
Joint Measurement of Signal Parameters and ADC Transition Levels
20182 citationsauthor #2
Tactile sensor-based real-time clustering for tissue differentiation
20185 citationsauthor #3
Modeling the Nonlinear Cortical Response in EEG Evoked by Wrist Joint Manipulation
201818 citationsauthor #6
First Results on Regularized Time-Varying Operational Modal Analysis
20182 citationsauthor #3
Generating low-distortion ternary signals using an imperfect DAC and ADC chain
20180 citationsauthor #3
A study of approximation errors in local parametric approaches to frequency response function estimation
20183 citationsauthor #2
Nonparametric Data-Driven Modeling of Linear Systems: Estimating the Frequency Response and Impulse Response Function
201849 citationsauthor #1
Extending the Best Linear Approximation Framework to the Process Noise Case
201810 citationsauthor #4
Grey-box state-space identification of nonlinear mechanical vibrations
201827 citationsauthor #2
Practical Issues in the Synthesis of Ternary Sequences
201722 citationsauthor #2
An Unstructured Flexible Nonlinear Model for the Cascaded Water-tanks Benchmark
201718 citationsauthor #4
Regularized nonparametric Volterra kernel estimation
201768 citationsauthor #4
Polynomial State-Space Model Decoupling for the Identification of Hysteretic Systems
201713 citationsauthor #5
An Initialization Method for Nonlinear Model Reduction Using the CP Decomposition
20171 citationsauthor #4
A comparative overview of frequency domain methods for nonlinear systems
201734 citationsauthor #3
Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments
201710 citationsauthor #2
Nonlinear system identification: Finding structure in nonlinear black-box models
20171 citationsauthor #4
Parameter reduction in nonlinear state-space identification of hysteresis
201727 citationsauthor #5
Measuring the best linear approximation of Wiener systems using multilevel sequences
20173 citationsauthor #2
Polynomial nonlinear state-space modelling of vortex-induced vibrations: Black-box vs grey-box approach
20170 citationsauthor #5
Tensor methods for MIMO decoupling and control design using frequency response functions
201727 citationsauthor #4
Nonparametric Volterra Series Estimate of the Cascaded Water Tanks Using Multidimensional Regularization
20177 citationsauthor #3
Estimating Respiratory Impedance at Breathing Frequencies Using Regularized Least Squares on Forced Oscillation Technique Measurements
201715 citationsauthor #3
Structure Detection of Wiener–Hammerstein Systems With Process Noise
201720 citationsauthor #3
Dynamic Signal Measurements Based on Quantized Data
201719 citationsauthor #2
Tensor Factorization based Estimates of Parallel Wiener Hammerstein Models
20178 citationsauthor #4
Estimation of Best Linear Approximation from Varying Operating Conditions for the Identification of a Li-Ion Battery Model
20174 citationsauthor #4
Data-Driven Nonlinear Identification of Li-Ion Battery Based on a Frequency Domain Nonparametric Analysis
201739 citationsauthor #4
Discrete Time Approximation of Continuous Time Nonlinear State Space Models
20175 citationsauthor #1
A Local Polynomial Approach to Nonparametric Estimation of the Best Linear Approximation of Lithium-Ion Battery From Multiple Datasets
20176 citationsauthor #4
Nonparametric analysis of the short-term electrical response of Li-ion battery cells
20166 citationsauthor #5
A nonlinear state-space solution to a hysteretic benchmark in system identification
20161 citationsauthor #4
A nonlinear state-space approach to hysteresis identification
201665 citationsauthor #4
Weighted tensor decomposition for approximate decoupling of multivariate polynomials
20165 citationsauthor #4
Nonlinear system identification—Application for industrial hydro-static drive-line
20167 citationsauthor #2
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels
20166 citationsauthor #3
Measuring the Noise Cumulative Distribution Function Using Quantized Data
201610 citationsauthor #2
Decoupling nonlinear state-space models : case studies
20164 citationsauthor #5
The transient impulse response modeling method for non-parametric system identification
201618 citationsauthor #2
D-optimal input design for nonlinear FIR-type systems: A dispersion-based approach
201623 citationsauthor #3
Linear System Identification in a Nonlinear Setting: Nonparametric Analysis of the Nonlinear Distortions and Their Impact on the Best Linear Approximation
201694 citationsauthor #1
Tensor methods for MIMO decoupling using frequency response
20165 citationsauthor #3
Grey-box nonlinear state-space modelling for mechanical vibrations identification
20166 citationsauthor #2
Information matrix and D-optimal design with Gaussian inputs for Wiener model identification
201626 citationsauthor #2
Filter interpretation of regularized impulse response modeling
20162 citationsauthor #3
Filter-based regularisation for impulse response modelling
201652 citationsauthor #3
Using the Best Linear Approximation With Varying Excitation Signals for Nonlinear System Characterization
201612 citationsauthor #2
Hysteresis Identification Using Nonlinear State-Space Models
20165 citationsauthor #4
Recursive Discrete-Time Models for Continuous-Time Systems Under Band-Limited Assumptions
20166 citationsauthor #2
Practical synthesis of ternary sequences for system identification
20164 citationsauthor #2
Using a polynomial decoupling algorithm for state-space identification of a Bouc-Wen system
20160 citationsauthor #5
Astronomical component estimation (ACE v.1) by time-variant sinusoidal modeling
201611 citationsauthor #5
Dealing with Transients due to Multiple Experiments in Nonlinear System Identification
20163 citationsauthor #3
Incorporating Best Linear Approximation within LS-SVM-based Hammerstein System Identification
20158 citationsauthor #3
Nonparametric estimation of a time-variant system: An experimental study of B-splines and the regularization based smoothing
20151 citationsauthor #2
Nonparametric volterra kernel estimation using regularization
201513 citationsauthor #2
Design of excitations for structure discrimination of nonlinear systems, using the best linear approximation
20152 citationsauthor #2
Accurate Sine-Wave Amplitude Measurements Using Nonlinearly Quantized Data
20157 citationsauthor #2
Initial estimates for Wiener-Hammerstein models using phase-coupled multisines
201524 citationsauthor #3
Information and Statistical Efficiency When Quantizing Noisy DC Values
201513 citationsauthor #2
Impact of regularization in FIR estimation for short and long data records
20151 citationsauthor #2

TIMELINE

1984 122 citations

1986 263 citations

1987 14 citations

1988 386 citations

1989 67 citations

1990 323 citations

1991 1,137 citations

1992 61 citations

1993 80 citations

1994 724 citations

1995 333 citations

1996 309 citations

1997 382 citations

1998 530 citations

1999 195 citations

2000 374 citations

2001 652 citations

2002 402 citations

2003 419 citations

2004 524 citations

2005 215 citations

2006 404 citations

2007 298 citations

2008 282 citations

2009 429 citations

2010 929 citations

2011 329 citations

2012 2,743 citations

2013 557 citations

2014 315 citations

2015 221 citations

2016 371 citations

2017 347 citations

2018 238 citations

2019 409 citations

2020 92 citations

2021 104 citations

2022 35 citations

2023 17 citations

2026 0 citations

Unknown 0 citations

J. Schoukens

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PAPERS

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