TowardsUser-Friendly Identification of Advanced Motion Systems – Selected Topics in Frequency Domain System Dieter Verbeke, Doctoral Dissertation, Vrije Universiteit Brussel, December 2019 Promoters: Prof. Dr. Mark Runacres, Prof. Dr. ir. Johan Schoukens
Structure Discrimination and Identification of Nonlinear Systems Alireza Fakhrizadeh Esfahani, Doctoral Dissertation, Vrije Universiteit Brussel, January 2018 Promoters: Prof. Dr. ir. Johan Schoukens, Dr. ir. Koen Tiels
Volterra Series Estimation in the Presence of Prior Knowledge Georgios Birpoutsoukis, Doctoral Dissertation, Vrije Universiteit Brussel, January 2018 Promoter: Prof. Dr. ir. Johan Schoukens
Multivariate Polynomial Decoupling in Nonlinear System Identification Gabriel Hollander, Doctoral Dissertation, Vrije Universiteit Brussel, December 2017 Promoters: Prof. Dr. ir. Johan Schoukens, Dr. ir. Philippe Dreesen
Nonlinear State-Space Modelling of the Kinematics of an Oscillating Cylinder in a Fluid Flow Jan Decuyper, Doctoral Dissertation, Vrije Universiteit Brussel, November 2017 Promoters: Prof. Dr. ing. Tim De Troyer, Prof. Dr. ir. Johan Schoukens
Structured Nonlinear System Identification using Kernel-Based Methods Ricardo Castro-Garcia, KUL Leuven, October 2017 Promoters: Prof. dr. ir. Johan A.K. Suykens (KUL), Prof. dr. ir. Johan Schoukens (VUB)
Data-Driven Discrete-Time Identification of Continuous-Time Nonlinear Systems and Nonlinear Modelling of Li-Ion Batteries Rishi Relan, Doctoral Dissertation, Vrije Universiteit Brussel, October 2017 Promoter: Prof. Dr. ir. Johan Schoukens
Differentiation of Soft Biological Tissues and Phantoms using a Piezoelectric Tactile Sensor for Applications in Brain Tumor Resection David Oliva Uribe, Doctoral Dissertation, Vrije Universiteit Brussel and Leibniz Universität Hannover (co-tutelle), July 2017 Promoters: Prof. Dr. ir. Johan Schoukens (VUB), Prof. Dr.-Ing. Joerg Wallaschek (LUH)
D-Optimal Input Design for the Identification of Structured Nonlinear Systems Alexander De Cock, Doctoral Dissertation, Vrije Universiteit Brussel, May 2017 Promoter: Prof. Dr. ir. Johan Schoukens
Development of User-Friendly System Identification Techniques Egon Geerardyn, Doctoral Dissertation, Vrije Universiteit Brussel, August 2016 Promoters: Prof. Dr. ir. Johan Schoukens (VUB), Dr. ir. Tom Oomen (Eindhoven University of Technology)
System Identification in Highly Non-Informative Environment Sándor Kolumbán, Doctoral Dissertation, Vrije Universiteit Brussel, Budapest University of Technology and Economics, (co-tutelle) January 2016 Promoters: Prof. István Vajk (Budapest University of Technology and Economics), Prof. Dr. ir. Johan Schoukens (VUB)
Nonparametric Identification of Linear Time-Varying Systems Péter Zoltán Csurcsia, Doctoral Dissertation, Vrije Universiteit Brussel, Budapest University of Technology and Economics, (co-tutelle) October 2015 Promoters: Prof. Dr. ir. Johan Schoukens (VUB), Prof. Dr. ir. István Kollár (Budapest University of Technology and Economics)
Wiener System Identification with Generalized Orthonormal Basis Functions Koen Tiels, Vrije Universiteit Brussel, March 2015 Promoter: Prof. Dr. ir. Johan Schoukens
Study of the Best Linear Approximation of Nonlinear Systems with Arbitrary Inputs Hin Kwan Wong, Vrije Universiteit Brussel, University of Warwick, (co-tutelle) June 2013 Promoters: Prof. Nigel G. Stocks (University of Warwick), Prof. em. Keith R. Godfrey (University of Warwick), Prof. Dr. ir. Johan Schoukens (VUB)
Frequency Domain Based Performance Optimization of Systems with Static Nonlinearities David Rijlaarsdam, Technische Universiteit Eindhoven, Vrije Universiteit Brussel, (co-tutelle) June 2012 Promoters: Prof. Dr. ir. M. Steinbuchen, Dr.ir. P.W.J.M. Nuij (Technische Universiteit Eindhoven), Prof. Dr. ir. Johan Schoukens (VUB)
Tackling Two Drawbacks of Polynomial Nonlinear State-Space Models Anne Van Mulders, Vrije Universiteit Brussel, June 2012 Promoter: Prof. Dr. ir. Johan Schoukens
Nonlinear Dynamic Systems: Blind Identification of Block-Oriented Models, and Instability under Random Inputs Laurent Vanbeylen, Vrije Universiteit Brussel, May 2011 Promoters: Prof. Dr. ir. Rik Pintelon, Prof. Dr. ir. Johan Schoukens
Some Practical Applications of the Best Linear Approximation in Nonlinear Block-Oriented Modelling Lieve Lauwers, Vrije Universiteit Brussel, May 2011 Promoter: Prof. Dr. ir. Johan Schoukens
Nonlinear and Dynamical Models for Temperature Reconstructions from Multiproxy Data in Bivalve Shells Maite Bauwens, Vrije Universiteit Brussel, March 2011 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir.Frank Dehairs
Identification and Use of Nonparametric Noise Models Extracted from Overlapping Subrecords Kurt Barbé, Vrije Universiteit Brussel, September 2009 Promoters: Prof. Dr. ir. Rik Pintelon, Prof. Dr. ir. Johan Schoukens
Resource-Aware Design of Smart Measurement Systems: a Learning-From-Examples Approach Anna Marconato, Vrije Universiteit Brussel, Università degli Studi di Trento, (co-tutelle) March 2009 Promoters: Prof. Dario Petri (Università degli Studi di Trento), Prof. Dr. ir. Johan Schoukens (VUB)
Identication of Nonlinear Systems using Polynomial Nonlinear State Space Models Johan Paduart, Vrije Universiteit Brussel, January 2008 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Rik Pintelon
A System Identification View on Two Aquatic Topics: Phytoplankton Dynamics and Water Mass Mixing Anouk de Brauwere, Vrije Universiteit Brussel, April 2007 Promoters: Prof. Willy Baeyens, Prof. Dr. ir. Johan Schoukens
Development and Evaluation of a Numerical method for the Identification of a Physical System Described by a Partial Differential Equation: a Case Study Kathleen De Belder, Vrije Universiteit Brussel, May 2006 Promoters: Prof. Dr. ir. Rik Pintelon, Prof. Dr. ir. Johan Schoukens
Verification and Correction of Test Signals with a Spectrum Analyzer Daan Rabijns, Vrije Universiteit Brussel, March 2006 Promoters: Prof. Dr. ir. G. Vandersteen, Prof. Dr. ir. Johan Schoukens
Identification of Block-Oriented Nonlinear Models Philippe Crama, Vrije Universiteit Brussel, June 2004 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Yves Rolain
Frequency Response Function Measurements in the Presence of Nonlinear Distortions Kenneth Vanhoenacker, Vrije Universiteit Brussel, June 2003 Promoter: Prof. Dr. ir. Johan Schoukens
Identification of Nonlinear Systems using Interpolated Volterra Models József G. Németh, Vrije Universiteit Brussel, Budapest University of Technology and Economics, (co-tutelle), June 2003 Promoters: Prof. Dr. ir. Johan Schoukens (VUB), Prof. Dr. ir. István Kollár (Budapest University of Technology and Economics)
Model Based Claibration of D/A Converters Vargha Balasz, Vrije Universiteit Brussel, Budapest University of Technology and Economics, (co-tutelle), June 2002 Promoters: Prof. Dr. Ir. Johan Schoukens (VUB), Dr. István Zoltán (Budapest University of Technology and Economics)
High Spatial Resolution Experimental Modal Analysis Steve Vanlanduit, Vrije Universiteit Brussel, May 2001 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Patrick Guillaume
Nonlinear Identification with Neural Networks and Fuzzy Logic Jürgen Van Gorp, Vrije Universiteit Brussel, August 2000 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Rik Pintelon
Caching in Dataflow-Based Instrumentation & Measurement Environments Eli Steenpunt, Vrije Universiteit Brussel, October 1999 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Yves Rolain
Design of Digital Chebyshev Filters in the Complex Domain Rudi Vuerinckx, Vrije Universiteit Brussel, February 1998 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Yves Rolain
Nonparametric Identification of Nonlinear Mechanical Systems Stefaan Duym, Vrije Universiteit Brussel, January 1998 Promoter: Prof. Dr. ir. Johan Schoukens
Identification of Linear and Nonlinear Systems in an Errors-in-Variables Least Squares and Total Least Squares Framework Gerd Vandersteen, Vrije Universiteit Brussel, April 1997 Promoters: Prof. Dr. ir. Rik Pintelon, Prof. Dr. ir. Johan Schoukens
Design and Realization of Low Crest Factor Broadband Microwave Excitation Signals Tom Van den Broeck, Vrije Universiteit Brussel, September 1995 Promoters: Prof. Dr. ir. Alain Barel, Prof. Dr. ir. Johan Schoukens
Identification of Linear Systems from Amplitude Information Only Yves Rolain, Vrije Universiteit Brussel, March, 1993 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Rik Pintelon
Identification of Linear Systems from Time- or Frequency-Domain Measurements Hugo Van hamme, Vrije Universiteit Brussel, June, 1992 Promoters: Prof. Dr. ir. Rik Pintelon, Prof. Dr. ir. Johan Schoukens
Identification of Multi-Input Multi-Output Systems using Frequency-Domain Models Patrick Guillaume, Vrije Universiteit Brussel, June, 1992 Promoters: Prof. Dr. ir. Johan Schoukens, Prof. Dr. ir. Rik Pintelon
Measuring Nonlinear Systems – A Black Box Approach for Instrument Implementation Marc Vanden Bossche, Vrije Universiteit Brussel, May, 1990 Promoters: Prof. Dr. ir. Alain Barel, Prof. Dr. ir. Johan Schoukens
Steady-State Analysis of Strongly Nonlinear Circuits Eli Van Den Eijnde, Vrije Universiteit Brussel, December 1989 Promoter: Prof. Dr. ir. Johan Schoukens
Design of Optimal Input Signals with Minimal Crest Factor Edwin Van der Ouderaa, Vrije Universiteit Brussel, January 1989 Promoter: Prof. Dr. ir. Johan Schoukens
Analysis and Application of a Maximum Likelihood Estimator for Linear Systems Rik Pintelon, Vrije Universiteit Brussel, January 1988 Promoters: Prof. Dr. ir. J. Renneboog, Prof. Dr. ir. Johan Schoukens
