2022
Trend Removal in Measurements of Best Linear Time-Varying Approximations - With Application to Operando Electrochemical Impedance Spectroscopy.
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IEEE Trans. Instrum. Meas., 2022
2-cyclic splitting for mixed-valued least squares in engineering.
Digit. Signal Process., 2022
On the consistency and asymptotic normality of discrete-time LTI models identified from concatenated data sets.
Autom., 2022
FRF estimation using multiple kernel-based regularisation.
Autom., 2022
2021
Frequency Response Function Measurements via Local Rational Modeling, Revisited.
IEEE Trans. Instrum. Meas., 2021
Frequency Response Function Measurements of Multivariable Systems via Local Rational Modeling.
IEEE Trans. Instrum. Meas., 2021
Detection, Classification, and Quantification of Nonlinear Distortions in Time-Varying Frequency Response Function Measurements.
IEEE Trans. Instrum. Meas., 2021
Best Linear Time-Varying Approximation of a General Class of Nonlinear Time-Varying Systems.
IEEE Trans. Instrum. Meas., 2021
Identification of dynamic errors-in-variables systems with quasi-stationary input and colored noise.
Autom., 2021
2020
Experimental Validation of a Data-Driven Step Input Estimation Method for Dynamic Measurements.
IEEE Trans. Instrum. Meas., 2020
Best Linear Approximation of Nonlinear Continuous-Time Systems Subject to Process Noise and Operating in Feedback.
IEEE Trans. Instrum. Meas., 2020
Large-Scale Regression: A Partition Analysis of the Least Squares Multisplitting.
IEEE Trans. Instrum. Meas., 2020
Online Identification of the LC Product in Coupled Resonant Circuits.
IEEE Trans. Instrum. Meas., 2020
On Local LTI Model Coherence for LPV Interpolation.
IEEE Trans. Autom. Control., 2020
Extending the Best Linear Approximation Framework to the Process Noise Case.
IEEE Trans. Autom. Control., 2020
Bias and covariance of the least squares estimate in a structured errors-in-variables problem.
Comput. Stat. Data Anal., 2020
2019
FRF Measurements Subject to Missing Data: Quantification of Noise, Nonlinear Distortion, and Time-Varying Effects.
IEEE Trans. Instrum. Meas., 2019
Active Fault Diagnosis on a Hydraulic Pitch System Based on Frequency-Domain Identification.
IEEE Trans. Control. Syst. Technol., 2019
2018
Improved FRF Measurements of Lightly Damped Systems Using Local Rational Models.
IEEE Trans. Instrum. Meas., 2018
Linear System Identification in a Nonlinear Setting - Nonparametric analysis of the nonlinear distortions and their impact on the best linear approximation.
CoRR, 2018
Nonparametric identification of linear dynamic errors-in-variables systems.
Autom., 2018
2017
Time-Variant Frequency Response Function Measurement in the Presence of Missing Data.
IEEE Trans. Instrum. Meas., 2017
Time-Variant Frequency Response Function Measurement of Multivariate Time-Variant Systems Operating in Feedback.
IEEE Trans. Instrum. Meas., 2017
Identification of multivariable dynamic errors-in-variables system with arbitrary inputs.
Autom., 2017
Frequency domain weighted nonlinear least squares estimation of parameter-varying differential equations.
Autom., 2017
2016
Minimal state space realisation of continuous-time linear time-variant input-output models.
Int. J. Control, 2016
Continuous-time identification of periodically parameter-varying state space models.
Autom., 2016
2015
Nonparametric Techniques in System Identification.
Proceedings of the Encyclopedia of Systems and Control, 2015
Identification of Linear Time-Invariant Systems From Multiple Experiments.
IEEE Trans. Signal Process., 2015
Frequency Response Matrix Estimation From Missing Input-Output Data.
IEEE Trans. Instrum. Meas., 2015
Frequency Response Matrix Estimation From Partially Missing Data - for Periodic Inputs.
IEEE Trans. Instrum. Meas., 2015
Frequency Response Function Estimation in the Presence of Missing Output Data.
IEEE Trans. Instrum. Meas., 2015
Time-Variant Frequency Response Function Measurements on Weakly Nonlinear, Arbitrarily Time-Varying Systems Excited by Periodic Inputs.
IEEE Trans. Instrum. Meas., 2015
Structure discrimination in block-oriented models using linear approximations: A theoretic framework.
Autom., 2015
Parametric identification of parallel Wiener-Hammerstein systems.
Autom., 2015
Nonparametric time-variant frequency response function estimates using arbitrary excitations.
Autom., 2015
Generalizing periodically time-varying measurements with a parameter-varying input-output model.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
Estimation of affine LPV state space models in the frequency domain: Extension to transient behavior and non-periodic inputs.
Proceedings of the 14th European Control Conference, 2015
Detection and quantification of dynamic dependence in linear parameter-varying differential equations.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Quantifying the Time-Variation in FRF Measurements Using Random Phase Multisines With Nonuniformly Spaced Harmonics.
IEEE Trans. Instrum. Meas., 2014
Interpolated Modeling of LPV Systems.
IEEE Trans. Control. Syst. Technol., 2014
Identification of Wiener-Hammerstein systems by a nonparametric separation of the best linear approximation.
Autom., 2014
Realization and identification of autonomous linear periodically time-varying systems.
Autom., 2014
Frequency domain sample maximum likelihood estimation for spatially dependent parameter estimation in PDEs.
Autom., 2014
Continuous time frequency domain LPV state space identification via periodic time-varying input-output modeling.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Estimation of Linear Parameter-Varying affine state space models using synchronized periodic input and scheduling signals.
Proceedings of the American Control Conference, 2014
System identification in a real world.
Proceedings of the IEEE 13th International Workshop on Advanced Motion Control, 2014
2013
Bounding the Polynomial Approximation Errors of Frequency Response Functions.
IEEE Trans. Instrum. Meas., 2013
FRF Measurement of Nonlinear Systems Operating in Closed Loop.
IEEE Trans. Instrum. Meas., 2013
Detecting and Quantifying the Nonlinear and Time-Variant Effects in FRF Measurements Using Periodic Excitations.
IEEE Trans. Instrum. Meas., 2013
Detection and Quantification of the Influence of Time Variation in Closed-Loop Frequency-Response-Function Measurements.
IEEE Trans. Instrum. Meas., 2013
Errors-in-variables identification of dynamic systems excited by arbitrary non-white input.
Autom., 2013
Can errors-in-variables systems be identified from closed-loop experiments?
Autom., 2013
FRF measurements on slowly time-varying systems using multisines with non-uniformly spaced harmonics.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
How nonlinear system identification can benefit from recent time-varying tools: The time-varying best linear approximation.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Nonparametric estimation of the best linear time-invariant approximation of a linear time-varying system.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Study of Small Data Set Efficiency Losses in System Identification: The FIR Case.
Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013
2012
Frequency Response Function Measurements Using Concatenated Subrecords With Arbitrary Length.
IEEE Trans. Instrum. Meas., 2012
Detection and Quantification of the Influence of Time Variation in Frequency Response Function Measurements Using Arbitrary Excitations.
IEEE Trans. Instrum. Meas., 2012
Nonparametric Tracking of the Time-Varying Dynamics of Weakly Nonlinear Periodically Time-Varying Systems Using Periodic Inputs.
IEEE Trans. Instrum. Meas., 2012
Detecting a Time-Varying Behavior in Frequency Response Function Measurements.
IEEE Trans. Instrum. Meas., 2012
Non-parametric estimate of the system function of a time-varying system.
Autom., 2012
2011
The Use of Nonparametric Noise Models Extracted From Overlapping Subrecords for System Identification.
IEEE Trans. Signal Process., 2011
Parametric Identification of Parallel Hammerstein Systems.
IEEE Trans. Instrum. Meas., 2011
Finite Record Effects of the Errors-in-Variables Estimator for Linear Dynamic Systems.
IEEE Trans. Instrum. Meas., 2011
Improved Variance Estimates of FRF Measurements in the Presence of Nonlinear Distortions Via Overlap.
IEEE Trans. Instrum. Meas., 2011
User friendly Box-Jenkins identification using nonparametric noise models.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
The Local Polynomial Method for nonparametric system identification: Improvements and experimentation.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
Welch method revisited: nonparametric power spectrum estimation via circular overlap.
IEEE Trans. Signal Process., 2010
An ARMAX Identification Method for Sigma-Delta Modulators Using Only Input-Output Data.
IEEE Trans. Instrum. Meas., 2010
Study of the Variance of Parametric Estimates of the Best Linear Approximation of Nonlinear Systems.
IEEE Trans. Instrum. Meas., 2010
Upper Bounding Variations of Best Linear Approximations of Nonlinear Systems in Power Sweep Measurements.
IEEE Trans. Instrum. Meas., 2010
Nonlinear Induced Variance of Frequency Response Function Measurements.
IEEE Trans. Instrum. Meas., 2010
Accuracy analysis of time domain maximum likelihood method and sample maximum likelihood method for errors-in-variables and output error identification.
Autom., 2010
Identification of nonlinear systems using Polynomial Nonlinear State Space models.
Autom., 2010
On the use of parametric and non-parametric noise-models in time- and frequency domain system identification.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Parametric frequency domain identification of a time-varying system as a time-dependent weighted sum of time-invariant systems.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
Blind maximum-likelihood identification of wiener systems.
IEEE Trans. Signal Process., 2009
Quasi-Analytical Bit-Error-Rate Analysis Technique Using Best Linear Approximation Modeling.
IEEE Trans. Instrum. Meas., 2009
Estimation of Nonparametric Noise Models for Linear Dynamic Systems.
IEEE Trans. Instrum. Meas., 2009
Robustness Issues of the Best Linear Approximation of a Nonlinear System.
IEEE Trans. Instrum. Meas., 2009
Estimating a Nonparametric Colored-Noise Model for Linear Slowly Time-Varying Systems.
IEEE Trans. Instrum. Meas., 2009
Design of a sampling strategy to optimally calibrate a reactive transport model: Exploring the potential for Escherichia coli in the Scheldt Estuary.
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Environ. Model. Softw., 2009
Nonparametric Preprocessing in System Identification: a Powerful Tool.
Eur. J. Control, 2009
2008
Consistent Impulse-Response Estimation and System Realization From Noisy Data.
IEEE Trans. Signal Process., 2008
Application of Blind Identification to Nonlinear Calibration.
IEEE Trans. Instrum. Meas., 2008
A Nonlinear Block Structure Identification Procedure Using Frequency Response Function Measurements.
IEEE Trans. Instrum. Meas., 2008
Passivity Enforcement of Transfer Functions.
IEEE Trans. Instrum. Meas., 2008
Frequency-Domain, Errors-in-Variables Estimation of Linear Dynamic Systems Using Data From Overlapping Subrecords.
IEEE Trans. Instrum. Meas., 2008
Stable Approximation of Unstable Transfer Function Models.
IEEE Trans. Instrum. Meas., 2008
Identification of a periodic time series from an environmental proxy record.
Comput. Geosci., 2008
Blind maximum likelihood identification of Hammerstein systems.
Autom., 2008
Study of the LTI relations between the outputs of two coupled Wiener systems and its application to the generation of initial estimates for Wiener-Hammerstein systems.
Autom., 2008
2007
Measuring Nonlinear Differential RF Amplifiers Using One Single-Ended Source.
IEEE Trans. Instrum. Meas., 2007
Asymptotic Uncertainty of Transfer-Function Estimates Using Nonparametric Noise Models.
IEEE Trans. Instrum. Meas., 2007
Initial estimates for the dynamics of a Hammerstein system.
Autom., 2007
Box-Jenkins identification revisited - Part III: Multivariable systems.
Autom., 2007
Frequency domain maximum likelihood estimation of linear dynamic errors-in-variables models.
Autom., 2007
Interactive presentation: Optimizing analog filter designs for minimum nonlinear distortions using multisine excitations.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007
2006
Leakage Reduction in Frequency-Response Function Measurements.
IEEE Trans. Instrum. Meas., 2006
Continuous-Time Noise Modeling From Sampled Data.
IEEE Trans. Instrum. Meas., 2006
Estimating parameterized scalable models from the best linear approximation of nonlinear systems for accurate high-level simulations.
IEEE Trans. Instrum. Meas., 2006
An Iterative Method to Stabilize a Transfer Function in the s - and z -Domains.
IEEE Trans. Instrum. Meas., 2006
On Parameter Estimation Using Nonparametric Noise Models.
IEEE Trans. Autom. Control., 2006
Analysis of windowing/leakage effects in frequency response function measurements.
Autom., 2006
Box-Jenkins identification revisited - Part I: Theory.
Autom., 2006
Box-Jenkins identification revisited - Part II: Applications.
Autom., 2006
2005
Reduction of the Gibbs phenomenon applied on nonharmonic time base distortions.
IEEE Trans. Instrum. Meas., 2005
Modified AIC and MDL model selection criteria for short data records.
IEEE Trans. Instrum. Meas., 2005
Diffusion systems: stability, modeling, and identification.
IEEE Trans. Instrum. Meas., 2005
On the frequency scaling in continuous-time modeling.
IEEE Trans. Instrum. Meas., 2005
Variance analysis of frequency response function measurements using periodic excitations.
IEEE Trans. Instrum. Meas., 2005
Application of structured total least squares for system identification and model reduction.
IEEE Trans. Autom. Control., 2005
Numerically robust transfer function modeling from noisy frequency domain data.
IEEE Trans. Autom. Control., 2005
Block-Toeplitz/Hankel Structured Total Least Squares.
SIAM J. Matrix Anal. Appl., 2005
Identification of linear systems with nonlinear distortions.
Autom., 2005
Estimating Scalable Common-Denominator Laplace-Domain MIMO Models in an Errors-in-Variables Framework.
Proceedings of the 2005 Design, 2005
2004
Linearization of nonlinear dynamic systems.
IEEE Trans. Instrum. Meas., 2004
Experimental characterization of operational amplifiers: a system identification Approach-part I: theory and Simulations.
IEEE Trans. Instrum. Meas., 2004
Experimental characterization of operational amplifiers: a system identification approach-part II: calibration and measurements.
IEEE Trans. Instrum. Meas., 2004
Discussion on: "Identification of Multivariable Models of Fast Ferries".
Eur. J. Control, 2004
Box-Jenkins alike identification using nonparametric noise models.
Autom., 2004
Estimation of the risk for an unstable behaviour of feedback systems in the presence of nonlinear distortions.
Autom., 2004
Generation of enhanced initial estimates for Hammerstein Systems.
Autom., 2004
Extended Subspace Identification of Improper Linear Systems.
Proceedings of the 2004 Design, 2004
Application of structured total least squares for system identification.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Frequency domain identification using non-parametric noise models.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Time domain identification, frequency domain identification. Equivalencies! Differences?
Proceedings of the 2004 American Control Conference, 2004
2003
Fully automated spectral analysis of periodic signals.
IEEE Trans. Instrum. Meas., 2003
Probability density function for frequency response function measurements using periodic signals.
IEEE Trans. Instrum. Meas., 2003
Fast approximate identification of nonlinear systems.
Autom., 2003
Uncertainty of transfer function modelling using prior estimated noise models.
Autom., 2003
2002
An efficient nonlinear least square multisine fitting algorithm.
IEEE Trans. Instrum. Meas., 2002
Linear modeling in the presence of nonlinear distortions.
IEEE Trans. Instrum. Meas., 2002
Measurement of multivariable frequency response functions in the presence of nonlinear distortions-some practical aspects.
IEEE Trans. Instrum. Meas., 2002
Modified AIC rule for model selection in combination with prior estimated noise models.
Autom., 2002
Some peculiarities of identification in the presence of model errors.
Autom., 2002
Frequency-domain subspace system identification using non-parametric noise models.
Autom., 2002
2001
Identification of linear systems in the presence of nonlinear distortions.
IEEE Trans. Instrum. Meas., 2001
Measurement of frequency response functions using periodic excitations, corrupted by correlated input/output errors.
IEEE Trans. Instrum. Meas., 2001
Modeling in the presence of switching uncertainties.
IEEE Trans. Instrum. Meas., 2001
Obtaining accurate confidence regions for the estimated zeros and poles in system identification problems.
IEEE Trans. Autom. Control., 2001
Frequency response function measurements in the presence of nonlinear distortions.
Autom., 2001
Nonparametric model error bounds for control design in the presence of nonlinear distortions.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
2000
Learning neural networks with noisy inputs using the errors-in-variables approach.
IEEE Trans. Neural Networks Learn. Syst., 2000
Maximum likelihood estimator for jitter noise models [HF sampling scopes].
IEEE Trans. Instrum. Meas., 2000
Broadband versus stepped sine FRF measurements.
IEEE Trans. Instrum. Meas., 2000
Frequency domain system identification with missing data.
IEEE Trans. Autom. Control., 2000
Box-Jenkins continuous-time modeling.
Autom., 2000
1999
Time series analysis in the frequency domain.
IEEE Trans. Signal Process., 1999
Identification of continuous-time systems with missing data.
IEEE Trans. Instrum. Meas., 1999
Frequency-domain identification of linear systems using arbitrary excitations and a nonparametric noise model.
IEEE Trans. Autom. Control., 1999
Identification of invariants of (over)parameterized models: finite sample results.
IEEE Trans. Autom. Control., 1999
Study of conditional ML estimators in time and frequency-domain system identification.
Autom., 1999
Generating robust starting values for frequency-domain transfer function estimation.
Autom., 1999
1998
Analyses, Development, and Applications of TLS Algorithms in Frequency Domain System Identification.
SIAM J. Matrix Anal. Appl., October, 1998
Improved frequency response function measurements for random noise excitations.
IEEE Trans. Instrum. Meas., 1998
Identification of linear time invariant diffusion phenomena.
IEEE Trans. Instrum. Meas., 1998
A weighted total least squares estimator for multivariable systems with nearly maximum likelihood properties.
IEEE Trans. Instrum. Meas., 1998
Parametric and nonparametric identification of linear systems in the presence of nonlinear distortions-a frequency domain approach.
IEEE Trans. Autom. Control., 1998
1997
Model selection through a statistical analysis of the global minimum of a weighted nonlinear least squares cost function.
IEEE Trans. Signal Process., 1997
Order estimation for linear time-invariant systems using frequency domain identification methods.
IEEE Trans. Autom. Control., 1997
Frequency domain system identification using arbitrary signals.
IEEE Trans. Autom. Control., 1997
Frequency-domain system identification using non-parametric noise models estimated from a small number of data sets.
Autom., 1997
Identification of continuous-time systems using arbitrary signals.
Autom., 1997
1996
Design of stable IIR filters in the complex domain by automatic delay selection.
IEEE Trans. Signal Process., 1996
A Gauss-Newton-like optimization algorithm for "weighted" nonlinear least-squares problems.
IEEE Trans. Signal Process., 1996
General framework for asymptotic properties of generalized weighted nonlinear least-squares estimators with deterministic and stochastic weighting.
IEEE Trans. Autom. Control., 1996
Minimum variance bounds for overparameterized models.
IEEE Trans. Autom. Control., 1996
1995
Best conditioned parametric identification of transfer function models in the frequency domain.
IEEE Trans. Autom. Control., 1995
Robust parametric transfer function estimation using complex logarithmic frequency response data.
IEEE Trans. Autom. Control., 1995
1994
Quantifying model errors of identified transfer functions.
IEEE Trans. Autom. Control., 1994
Parametric identification of transfer functions in the frequency domain-a survey.
IEEE Trans. Autom. Control., 1994
Identification of linear dynamic systems using piecewise constant excitations: Use, misuse and alternatives.
Autom., 1994
1991
Comments on 'Design of IIR filters in the complex domain' [by X. Chen and T.W. Parks].
IEEE Trans. Signal Process., 1991