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Best Linear Approximation of Nonlinear Continuous-Time Systems Subject to Process Noise and Operating in Feedback
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2020
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Rik Pintelon
Maarten Schoukens
John Lataire
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Bias and covariance of the least squares estimate in a structured errors-in-variables problem
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2019
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Gustavo Quintana-Carapia
Ivan Markovsky
Rik Pintelon
PĂ©ter ZoltĂĄn Csurcsia
Dieter Verbeke
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Extending the Best Linear Approximation Framework to the Process Noise Case
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2019
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Maarten Schoukens
Rik Pintelon
Tadeusz Dobrowiecki
J. Schoukens
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Accurate estimation of the non-parametric FRF of lightly-damped mechanical systems using arbitrary excitations
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2019
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Dries Peumans
Antonin De Vestel
Cedric Busschots
Yves Rolain
Rik Pintelon
Gerd Vandersteen
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Exposing resonances using the Bootstrapped Total Least Squares estimator
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2018
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Dries Peumans
Antonin De Vestel
Cedric Busschots
Yves Rolain
Rik Pintelon
Gerd Vandersteen
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Local rational modelling - Can Bootstrapped Total Least Squares improve the FRF estimate?
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2017
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Dries Peumans
Cedric Busschots
Gerd Vandersteen
Rik Pintelon
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Linear System Identification in a Nonlinear Setting: Nonparametric Analysis of the Nonlinear Distortions and Their Impact on the Best Linear Approximation
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2016
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J. Schoukens
Mark Vaes
Rik Pintelon
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Identification of Linear Time-Invariant Systems From Multiple Experiments
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2015
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Ivan Markovsky
Rik Pintelon
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Structure discrimination in block-oriented models using linear approximations: A theoretic framework
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2015
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J. Schoukens
Rik Pintelon
Yves Rolain
Maarten Schoukens
Koen Tiels
Laurent Vanbeylen
Anne Van Mulders
Gerd Vandersteen
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Parametric identification of parallel WienerâHammerstein systems
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2014
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Maarten Schoukens
Anna Marconato
Rik Pintelon
Gerd Vandersteen
Yves Rolain
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Realization and identification of autonomous linear periodically time-varying systems
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2014
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Ivan Markovsky
Jan Goos
Konstantin Usevich
Rik Pintelon
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Errors-in-variables identification of dynamic systems excited by arbitrary non-white input
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2013
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Erliang Zhang
Rik Pintelon
J. Schoukens
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Polynomial approximation errors for integrator frequency response functions
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2012
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Diana Ugryumova
Rik Pintelon
Gerd Vandersteen
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Errors-in-Variables Identification of Linear Dynamic Systems Using Periodic Excitations
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2012
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Rik Pintelon
J. Schoukens
Gerd Vandersteen
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Transient suppression in non-parametric frequency response function estimates of heat diffusion phenomena
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2012
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Griet Monteyne
Gerd Vandersteen
Rik Pintelon
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Properties of Least Squares Estimators with Deterministic Weighting
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2012
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Rik Pintelon
J. Schoukens
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Properties of Least Squares Estimators with Stochastic Weighting
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2012
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Rik Pintelon
J. Schoukens
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Accuracy analysis of time domain maximum likelihood method and sample maximum likelihood method for errors-in-variables and output error identification
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2010
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Torsten Söderström
Mei Hong
J. Schoukens
Rik Pintelon
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Asymptotic properties of transfer function estimates using non-parametric noise models under relaxed assumptions
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2009
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Kurt Barbé
Rik Pintelon
J. Schoukens
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Estimating the parameters of a Rice distribution: a Bayesian approach
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2009
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Lieve Lauwers
Kurt Barbé
Wendy Van Moer
Rik Pintelon
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Estimating the parameters of a Rice distribution: A Bayesian approach
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2009
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Lieve Lauwers
Kurt Barbé
Wendy Van Moer
Rik Pintelon
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Finite record effects of the errors-in-variables estimator for linear dynamic systems
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2009
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Kurt Barbé
Rik Pintelon
Gerd Vandersteen
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Bootstrapped Total Least Squares estimator using (circular) overlap for Errors-In-Variables identification
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2009
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Gerd Vandersteen
Kurt Barbé
Rik Pintelon
J. Schoukens
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Asymptotic properties of transfer function estimates using non-parametric noise models under relaxed assumptions
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2009
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Kurt Barbé
Rik Pintelon
J. Schoukens
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Blind maximum likelihood identification of Wiener systems with measurement noise: How to deal with N-dimensional integrals?
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2008
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Laurent Vanbeylen
Rik Pintelon
Peter De Groen
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Study of the LTI relations between the outputs of two coupled Wiener systems and its application to the generation of initial estimates for WienerâHammerstein systems
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2008
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J. Schoukens
Rik Pintelon
Martin Enqvist
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Initial Estimates for Wiener-Hammerstein systems using the best linear approximation
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2008
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Lieve Lauwers
J. Schoukens
Rik Pintelon
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Accuracy Analysis of Time-domain Maximum Likelihood Method and Sample Maximum Likelihood Method for Errors-in-Variables Identification
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2008
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Mei Hong
Torsten Söderström
J. Schoukens
Rik Pintelon
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Initializing the linear blocks of a Wiener-Hammerstein system? Use the Best Linear Approximation
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2007
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Lieve Lauwers
J. Schoukens
Rik Pintelon
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Estimating the power spectrum and sample variance of the fourier coefficients using overlapping sub-records
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2007
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Kurt Barbé
J. Schoukens
Rik Pintelon
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Stable Approximations of Unstable Models
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2007
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Tom Dhaene
Rik Pintelon
Patrick Guillaume
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Estimation of heteroscedastic measurement noise variances
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2006
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Anouk de Brauwere
Rik Pintelon
Fjo De Ridder
J. Schoukens
Willy Baeyens
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Estimation of nonparametric noise models
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2006
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J. Schoukens
Rik Pintelon
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Diffusion Systems: Stability, Modeling, and Identification
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2006
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Rik Pintelon
J. Schoukens
Luc Pauwels
Els Van Gheem
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ROBUST FREQUENCY DOMAIN ARMA MODELLING
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2006
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Jonas Gillberg
Fredrik Gustafsson
Rik Pintelon
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Numerically robust transfer function modeling from noisy frequency domain data
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2005
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Adhemar Bultheel
Marc Van Barel
Yves Rolain
Rik Pintelon
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Initial estimates for block structured nonlinear systems with feedback
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2005
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J. Schoukens
Feb Swevers
Johan Paduart
David Vaes
K. Smolders
Rik Pintelon
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Application of structured total least squares for system identification and model reduction
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2005
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Ivan Markovsky
Jan C. Willems
Sabine Van Huffel
Bart De Moor
Rik Pintelon
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Diffusion Systems: Stability, Modeling, and Identification
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2005
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Rik Pintelon
J. Schoukens
Luc Pauwels
E. VanGheem
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Block-Toeplitz/Hankel Structured Total Least Squares
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2005
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Ivan Markovsky
Sabine Van Huffel
Rik Pintelon
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Application of Structured Total Least Squares for System Identification
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2004
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Ivan Markovsky
Jan C. Willems
Sabine Van Huffel
Bart De Moor
Rik Pintelon
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Model selection through a statistical analysis of the minimum of a weighted least squares cost function
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2004
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Anouk de Brauwere
Fjo De Ridder
Rik Pintelon
Marc Elskens
J. Schoukens
Willy Baeyens
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BoxâJenkins alike identification using nonparametric noise modelsâ
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2004
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J. Schoukens
Rik Pintelon
Yves Rolain
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Modified AIC and MDL model selection criteria for short data records
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2004
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Fjo De Ridder
Rik Pintelon
J. Schoukens
David P. Gillikin
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Application of structured total least squares for system identification
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2004
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Ivan Markovsky
Jan C. Willems
Sabine Van Huffel
Bart De Moor
Rik Pintelon
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Generation of enhanced initial estimates for wiener systems and harnrnerstein systems *
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2003
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Philippe Crama
J. Schoukens
Rik Pintelon
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Identification of beam properties in a distributed parameter model
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2003
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Kathleen De Belder
Rik Pintelon
J. Schoukens
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Identification of continuous-time systems with missing data
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2003
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Rik Pintelon
J. Schoukens
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Frequency domain system identification using arbitrary signals
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2002
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Rik Pintelon
J. Schoukens
Gerd Vandersteen
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A weighted total least squares estimator for multivariable systems with nearly maximum likelihood properties
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2002
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Patrick Guillaume
Rik Pintelon
J. Schoukens
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Fast calculation of least-squares estimates for system identification
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2002
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J. Schoukens
Yves Rolain
Fredrik Gustafsson
Rik Pintelon
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Frequency domain system identification with missing data
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2002
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Rik Pintelon
J. Schoukens
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Time series analysis in the frequency domain
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2002
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Rik Pintelon
Yves Rolain
J. Schoukens
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On the use of system identification for accurate parametric modelling of non-linear systems using noisy measurements
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2002
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G. Vanderstsen
Yves Rolain
J. Schoukens
Rik Pintelon
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Minimum variance bounds for overparametrized models
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2002
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Rik Pintelon
J. Schoukens
Yves Rolain
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Statistical analysis of nonparametric transfer function estimates
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2002
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Patrick Guillaume
IstvĂĄn KollĂĄr
Rik Pintelon
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Modified AIC rule for model selection in combination with prior estimated noise models
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2002
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J. Schoukens
Yves Rolain
Rik Pintelon
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Numerically robust frequency domain identification of multivariable systems
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2002
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Rik Pintelon
Yves Rolain
Adhemar Bultheel
Marc Van Barel
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SOME PECULIARITIES OF IDENTIFICATION IN THE PRESENCE OF MODEL ERRORS
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2002
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Rik Pintelon
J. Schoukens
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Properties of Least Squares Estimators with Stochastic Weighting
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2001
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Rik Pintelon
J. Schoukens
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An Introduction to Identification
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2001
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Rik Pintelon
J. Schoukens
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Modeling in the presence of switching uncertainties
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2001
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Wendy Van Moer
Yves Rolain
Rik Pintelon
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Extension for the Frequency Domain System Identification Toolbox: Graphical User Interface, Objects, Improved Numerical Stability
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2000
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IstvĂĄn KollĂĄr
J. Schoukens
Rik Pintelon
Gyula Simon
Gyula RomĂĄn
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Identification of continuous-time systems with missing data
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1999
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Rik Pintelon
J. Schoukens
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Generating robust starting values for frequency-domain transfer function estimation
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1999
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Yves Rolain
Rik Pintelon
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Identification of invariants of (over)parameterized models: finite sample results
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1999
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Rik Pintelon
J. Schoukens
Gerd Vandersteen
Yves Rolain
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Study of conditional ML estimators in time and frequency-domain system identification
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1999
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J. Schoukens
Rik Pintelon
Yves Rolain
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Time series analysis in the frequency domain
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1999
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Rik Pintelon
J. Schoukens
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Analyses, Development, and Applications of TLS Algorithms in Frequency Domain System Identification
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1998
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Rik Pintelon
Patrick Guillaume
Gerd Vandersteen
Yves Rolain
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A weighted total least squares estimator for multivariable systems with nearly maximum likelihood properties
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1998
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Patrick Guillaume
Rik Pintelon
J. Schoukens
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Identification of linear time invariant diffusion phenomena
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1998
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Rik Pintelon
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Identification of Linear Time
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1998
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Rik Pintelon
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Analyses, development and applications of TLS algorithms in frequency domain system identification
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1997
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Rik Pintelon
Patrick Guillaume
Gerd Vandersteen
Yves Rolain
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Study of conditional ML estimators in time and frequency domain system identification
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1997
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J. Schoukens
Rik Pintelon
Yves Rolain
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GTLS algorithms in the frequency domain system identification using noise information out of a finite number of repeated independent realizations
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1997
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Gerd Vandersteen
Rik Pintelon
J. Schoukens
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General framework for asymptotic properties of generalized weighted nonlinear least squares estimators with deterministic and stochastic weighting
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1997
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Gerd Vandersteen
Hugo Van hamme
Rik Pintelon
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Identification of Continuous-Time Systems Using Arbitrary Signals
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1997
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Rik Pintelon
J. Schoukens
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Identification of continuous-time systems using arbitrary signals
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1997
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Rik Pintelon
J. Schoukens
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Frequency domain system identification using arbitrary signals
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1997
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Rik Pintelon
J. Schoukens
Gerd Vandersteen
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Minimum variance bounds for overparameterized models
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1996
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Rik Pintelon
J. Schoukens
Tomas McKelvey
Yves Rolain
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Statistical analysis of nonparametric transfer function estimates
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1996
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Patrick Guillaume
IstvĂĄn KollĂĄr
Rik Pintelon
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On the use of system identification for accurate parametric modeling of nonlinear systems using noisy measurements
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1996
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Gerd Vandersteen
Yves Rolain
J. Schoukens
Rik Pintelon
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Measurement of noise (cross-) power spectra for frequency-domain system identification purposes: large-sample results
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1996
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Rik Pintelon
Patrick Guillaume
J. Schoukens
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Measurement of Noise (Cross-) Power Spectra for Frequency-Domain Identification Purposes: Large-Sample
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1996
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Rik Pintelon
Patrick Guillaume
J. Schoukens
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General framework for asymptotic properties of generalized weighted nonlinear least-squares estimators with deterministic and stochastic weighting
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1996
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Gerd Vandersteen
Hugo Van hamme
Rik Pintelon
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Total Least Squares Estimator for Multivariable with Nearly Maximum Likelihood Properties
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1996
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Patrick Guillaume
Rik Pintelon
J. Schoukens
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Best conditioned parametric identification of transfer function models in the frequency domain
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1995
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Yves Rolain
Rik Pintelon
Kui Xu
HĂ„vard Vold
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On the Basic Assumptions in the Identification of Continuous Time Systems
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1994
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Rik Pintelon
J. Schoukens
H. Chen
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Application of the bootstrapped total least squares (BTLS) estimator in linear system identification
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1992
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Hugo Van hamme
Rik Pintelon
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Asymptotic Properties of a Class of Regression-type Estimators
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1991
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Hugo Van hamme
Rik Pintelon
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