International Journal Articles

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. Frequency Response Measurements With Local Parametric Modeling
    D. Verbeke, J. Schoukens
    IEEE Transactions on Instrumentation and Measure‏ment, 69 (6), 3249-3261, 2020
  15. 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.
  16. 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
  17. 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
  18. 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
  19. 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
  20. Nonlinear System Identification: A User-Oriented Road Map
    J. Schoukens, L. Ljung
    IEEE Control Systems Magazine 39 (6), 28-99, 2019
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. Efficient Multidimensional Regularization for Volterra Series Estimation
    G. Birpoutsoukis, P.Z. Csurcsia, J. Schoukens
    Mechanical Systems and Signal Processing, 104, pp. 896-914, 2018
  29. 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
  30. 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
  31. 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
  32. Grey-Box State-Space Identification of Nonlinear Mechanical Vibrations
    JP. Noel, J. Schoukens
    International Journal of Control, 91, pp. 1118-1139, 2018
  33. 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
  34. 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
  35. 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
  36. 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
  37. Regularized Nonparametric Volterra Kernel Estimation
    G. Birpoutsoukis, A. Marconato, J. Lataire, J. Schoukens
    Automatica, 82, pp. 324-327, 2017
  38. A Comparative Overview of Frequency Domain Methods for Nonlinear Systems
    D. Rijlaarsdam, P. Nuij, J. Schoukens, M. Steinbuch
    Mechatronics, 42, pp. 11-24, 2017
  39. 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
  40. 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
  41. Filter-based regularisation for impulse response modelling
    A. Marconato, M. Schoukens, J. Schoukens
    IET Control Theory & Applications, 11, pp. 194-204, 2017
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. Nonlinear system identification-Application for industrial hydro-static drive-line
    J. Stoev, J. Schoukens
    Control Engineering Practice, vol. 54, pp. 154-165, 2016
  49. 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
  50. 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
  51. 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
  52. 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
  53. 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
  54. 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
  55. 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
  56. Initial Estimates for Wiener-Hammerstein Models Using Phase-Coupled Multisines
    K. Tiels, M. Schoukens, J. Schoukens
    Automatica, vol. 60, pp. 201-209, 2015
  57. Parametric System Identification Using Quantized Data
    A. Moschitta, J. Schoukens, P. Carbone
    IEEE Transaction on Instrumentation and Measurement, vol. 64, pp. 2312-2322, 2015
  58. 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
  59. 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 
  60. Perturbed datasets methods for hypothesis testing and structure of corresponding confidence sets
    S. Kolumban, I. Vajk, J. Schoukens
    Automatica, 51, pp. 326-331, 2015
  61. 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
  62. 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
  63. Wiener system identification with generalized orthonormal basis functions
    K. Tiels, J. Schoukens
    Automatica, 50, pp. 3147-3154, 2014
  64. 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
  65. 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
  66. 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
  67. 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
  68. 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
  69. 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
  70. 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 
  71. 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
  72. 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   
  73. 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   
  74. 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
  75. FRF Measurement of Nonlinear Systems Operating in Closed Loop
    R. Pintelon, J. Schoukens
    IEEE Transaction on Instrumentation and Measurement, 62, 2013, pp. 1334-1345
  76. 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 
  77. 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 
  78. 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
  79. 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
  80. Initial estimates of the linear subsystems of Wiener-Hammerstein models
    D.T. Westwick, J. Schoukens
    Automatica, 48, 2012, pp 2931-2936
  81. 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 
  82. 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
  83. 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
  84. Initial estimates of the linear subsystems of Wiener–Hammerstein models
    D. Westwick, J. Schoukens
    Automatica, Vol. 48, No. 11, November 2012, Pages 2931-2936
  85. 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
  86. 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
  87. 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
  88. 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
  89. 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
  90. 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)
  91. 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
  92. 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
  93. 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
  94. 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
  95. Initializing Wiener-Hammerstein models based on partitioning of the best linear approximation
    J. Sjöberg, J. Schoukens
    Automatica Vol. 48, No. 2 (2012) 353-359
  96. 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 
  97. 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
  98. 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
  99. 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)
  100. 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
  101. 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
  102. Single and Piecewise Polynomials for Modeling of Pitched Sounds
    M. Zivanovic, J. Schoukens
    IEEE Transactions on Audio, Speech, and Language Processing, October 2011
  103. 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
  104. 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
  105. 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
  106. 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
  107. 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
  108. 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
  109. 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
  110. 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
  111. 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
  112. 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
  113. 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
  114. 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
  115. 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
  116. 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
  117. 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
  118. 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
  119. 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
  120. 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)
  121. 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
  122. 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
  123. 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
  124. 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
  125. 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
  126. 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
  127. 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
  128. 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 
  129. Blind maximum likelihood identification of Hammerstein systems
    L. Vanbeylen, R. Pintelon, J. Schoukens
    Automatica 44 (2008), pp. 3139-3146
  130. 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
  131. 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 
  132. 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)
  133. 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
  134. 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
  135. 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
  136. 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)
  137. 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
  138. 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
  139. 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
  140. 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
  141. 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
  142. Measuring a linear approximation to weakly nonlinear MIMO systems
    T. Dobrowiecki, J. Schoukens
    Automatica, 43(10), pp. 1737-1751, October 2007
  143. Uncertainty calculation in (operational) modal analysis
    R. Pintelon, P. Guillaume, J. Schoukens
    Mechanical Systems and Signal Processing, 21 (2007), pp. 2359-2373
  144. 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
  145. 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
  146. 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
  147. Box-Jenkins identification revisited — Part III: multivariable systems
    R. Pintelon, J. Schoukens, P. Guillaume
    Automatica 43 (2007), pp. 868-875
  148. Frequency domain maximum likelihood estimation of linear dynamic errors-in-variables models
    R. Pintelon, J. Schoukens
    Automatica  43 (2007), 621-630
  149. 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)
  150. 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
  151. 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
  152. 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
  153. 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
  154. 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
  155. 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
  156. 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
  157. 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
  158. Box-Jenkins identification revisited – Part I: Theory
    R. Pintelon, J. Schoukens
    Automatica 42 (2006), pp. 63-75
  159. Box-Jenkins identification revisited – Part II: Applications
    R. Pintelon, Y. Rolain, J. Schoukens
    Automatica 42 (2006), pp. 77-84
  160. Analysis of windowing/leakage effects in frequency response function measurements
    J. Schoukens, Y. Rolain, R. Pintelon
    Automatica 42 (2006), pp. 27-38
  161. 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
  162. 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
  163. 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
  164. 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
  165. 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
  166. 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
  167. 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
  168. 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
  169. Identification of linear systems with nonlinear distortions
    J. Schoukens, R. Pintelon, T. Dobrowiecki, Y. Rolain
    Automatica 41 (2005), pp. 491-504
  170. 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
  171. 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
  172. Box-Jenkins alike identification using nonparametric noise models
    J. Schoukens, R. Pintelon, Y. Rolain
    Automatica 40 (2004), pp. 2083-2089
  173. Discussion on: “Identification of Multivariable Models of Fast Ferries”
    R. Pintelon, J. Schoukens
    European Journal of Control, (2004) 10, pp. 199-202
  174. 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
  175. Hammerstein-Wiener System Estimator Initialization
    P. Crama, J. Schoukens
    Automatica 40/9 (2004), pp. 1543-1550
  176. 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
  177. 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
  178. Generation of enhanced initial estimates for Hammerstein Systems
    P. Crama, J. Schoukens, R. Pintelon
    Automatica Vol. 40, No. 7, July  2004, pp. 1269-1273
  179. 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
  180. 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
  181. 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
  182. 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
  183. 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
  184. 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
  185. 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
  186. Complicated Procedures made Easy
    I. Kollar, R. Pintelon, J. Schoukens, G. Simon
    IEEE Instrumentation & Measurement Magazine, September 2003, pp. 19-26
  187. 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
  188. 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
  189. 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
  190. 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
  191. 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
  192. 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
  193. 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
  194. Some peculiarities of identification in the presence of model errors
    R. Pintelon, J. Schoukens
    Automatica 38, October 2002, pp. 1683-1693
  195. 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
  196. 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
  197. 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
  198. 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
  199. 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)
  200. 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
  201. 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
  202. 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
  203. 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
  204. 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
  205. 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
  206. 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
  207. 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
  208. 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
  209. 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
  210. 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
  211. 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
  212. 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
  213. 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
  214. 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
  215. 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
  216. 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
  217. Frequency response function measurements in the presence of nonlinear distortions
    J. Schoukens, R. Pintelon, Y. Rolain, T. Dobrowiecki
    Automatica 37 (2001) pp. 939–946
  218. 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
  219. Robust Broadband Periodic Excitation Design
    G. Simon, J. Schoukens
    IEEE Transactions on Instrumentation and Measurement, Vol. 49, No. 2, April 2000, pp. 270-274
  220. 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
  221. 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
  222. 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
  223. Box-Jenkins Continuous-Time Modeling
    R. Pintelon, J. Schoukens, Y. Rolain
    Automatica 36 (2000) pp. 983-991
  224. 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
  225. 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
  226. 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
  227. 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
  228. 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
  229. 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
  230. 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
  231. 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
  232. 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
  233. 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
  234. 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
  235. 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
  236. 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
  237. 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
  238. 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
  239. 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
  240. 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
  241. Identification of continuous-time systems using arbitrary signals.
    R. Pintelon, J. Schoukens
    Automatica, Vol. 33, No. 5, 1997, pp. 991-994
  242. 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
  243. 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
  244. Selection of an Optimal Force-State Map
    S. Duym, J. Schoukens
    Mechanical Systems and Signal Processing 10 (6), November 1996, pp. 683-695
  245. 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
  246. 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
  247. 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
  248. 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
  249. 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
  250. 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
  251. 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
  252. 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
  253. 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
  254. 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
  255. 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
  256. 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
  257. 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
  258. Quantifying Model Errors of Identified Transfer Functions
    J. Schoukens, R. Pintelon
    IEEE Transactions on Automatic Control, Vol. 39, No. 8, 1994, pp. 1733-1737
  259. 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
  260. 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
  261. 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
  262. 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
  263. 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
  264. 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
  265. 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
  266. 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
  267. “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
  268. 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
  269. 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
  270. 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
  271. 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
  272. 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
  273. 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
  274. 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
  275. 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
  276. 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
  277. 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
  278. 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
  279. 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
  280. Modeling of Continuous Time Systems Using a Discrete Time Representation
    J. Schoukens
    Automatica, Vol.26, No. 3, pp.  579-583, 1990
  281. 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
  282. 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
  283. 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
  284. 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
  285. 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
  286. 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
  287. 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
  288. 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
  289. 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
  290. 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
  291. 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
  292. 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.