Michel Verhaegen

Orcid: 0000-0002-7967-6884

Affiliations:
  • Delft University of Technology, Netherlands


According to our database1, Michel Verhaegen authored at least 199 papers between 1989 and 2024.

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Bibliography

2024
Online input design for discrimination of linear models using concave minimization.
CoRR, 2024

2023
In-sector Compressive Beam Alignment for MmWave and THz Radios.
CoRR, 2023

Analysis of Orthogonal Matching Pursuit for Compressed Sensing in Practical Settings.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

2022
Structured Sensing Matrix Design for In-sector Compressed mmWave Channel Estimation.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Data-enabled predictive control with instrumental variables: the direct equivalence with subspace predictive control.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Preconditioning Navier-Stokes control using multilevel sequentially semiseparable matrix computations.
Numer. Linear Algebra Appl., 2021

Nonuniform Defocus Removal for Image Classification.
CoRR, 2021

Convex combination of alternating projection and Douglas-Rachford operators for phase retrieval.
Adv. Comput. Math., 2021

2020
Constrained Subspace Method for the Identification of Structured State-Space Models (COSMOS).
IEEE Trans. Autom. Control., 2020

Phase Retrieval with Sparse Phase Constraint.
SIAM J. Math. Data Sci., 2020

Tensor networks for MIMO LPV system identification.
Int. J. Control, 2020

Identification of affinely parameterized state-space models with unknown inputs.
Autom., 2020

Closed-Loop Active Model Diagnosis Using Bhattacharyya Coefficient: Application to Automated Visual Inspection.
Proceedings of the Intelligent Systems Design and Applications, 2020

2019
Recursive Kronecker-Based Vector Autoregressive Identification for Large-Scale Adaptive Optics.
IEEE Trans. Control. Syst. Technol., 2019

Systematically Structured $H_2$ Optimal Control for Truss-Supported Segmented Mirrors.
IEEE Trans. Control. Syst. Technol., 2019

K4SID: Large-Scale Subspace Identification With Kronecker Modeling.
IEEE Trans. Autom. Control., 2019

QUARKS: Identification of Large-Scale Kronecker Vector-Autoregressive Models.
IEEE Trans. Autom. Control., 2019

Subspace identification of individual systems in a large-scale heterogeneous network.
Autom., 2019

Tensor Network Kalman Filter for LTI Systems.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Online Optimization With Costly and Noisy Measurements Using Random Fourier Expansions.
IEEE Trans. Neural Networks Learn. Syst., 2018

Structured Modeling and Control of Adaptive Optics Systems.
IEEE Trans. Control. Syst. Technol., 2018

Subspace Identification of Local Systems in One-Dimensional Homogeneous Networks.
IEEE Trans. Autom. Control., 2018

Subspace Identification of Individual Systems Operating in a Network (SI<sup>2</sup>ON).
IEEE Trans. Autom. Control., 2018

Fault Estimation Filter Design With Guaranteed Stability Using Markov Parameters.
IEEE Trans. Autom. Control., 2018

Tensor Nuclear Norm LPV Subspace Identification.
IEEE Trans. Autom. Control., 2018

Sparsity Preserving Optimal Control of Discretized PDE Systems.
CoRR, 2018

Data-driven fault estimation of non-minimum phase LTI systems.
Autom., 2018

Identification of structured state-space models.
Autom., 2018

2017
Subspace Identification of Distributed Clusters of Homogeneous Systems.
IEEE Trans. Autom. Control., 2017

System identification through online sparse Gaussian process regression with input noise.
IFAC J. Syst. Control., 2017

Subspace Identification of Large-Scale 1D Homogeneous Networks.
CoRR, 2017

Predictor-Based Tensor Regression (PBTR) for LPV subspace identification.
Autom., 2017

Online function minimization with convex random relu expansions.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Subspace identification of 1D large-scale heterogeneous network.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

Subspace identification of continuous-time models using generalized orthonormal bases.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Gray Box Identification of State-Space Models Using Difference of Convex Programming.
CoRR, 2016

Kronecker-based modeling of networks with unknown communication links.
CoRR, 2016

Gaussian process optimization through sampling from the maximum distribution.
CoRR, 2016

Online Sparse Gaussian Process Training with Input Noise.
CoRR, 2016

Blind multivariable ARMA subspace identification.
Autom., 2016

Data-driven robust receding horizon fault estimation.
Autom., 2016

N2SID: Nuclear norm subspace identification of innovation models.
Autom., 2016

Sparse solution of the Lyapunov equation for large-scale interconnected systems.
Autom., 2016

Mean and variance of the LQG cost function.
Autom., 2016

Sequential convex relaxation for convex optimization with bilinear matrix equalities.
Proceedings of the 15th European Control Conference, 2016

Robust air data sensor fault diagnosis with enhanced fault sensitivity using moving horizon estimation.
Proceedings of the 2016 American Control Conference, 2016

Subspace identification of 1D spatially-varying systems using Sequentially Semi-Separable matrices.
Proceedings of the 2016 American Control Conference, 2016

A distributed approach for solving wavefront reconstruction problems.
Proceedings of the 2016 American Control Conference, 2016

2015
Subspace Techniques in System Identification.
Proceedings of the Encyclopedia of Systems and Control, 2015

Electrochemical Model-Based State of Charge Estimation for Li-Ion Cells.
IEEE Trans. Control. Syst. Technol., 2015

Output-Error Identification of Large Scale 1D-Spatially Varying Interconnected Systems.
IEEE Trans. Autom. Control., 2015

Hierarchical subspace identification of directed acyclic graphs.
Int. J. Control, 2015

Direct identification of fault estimation filter for sensor faults.
CoRR, 2015

N2SID: Nuclear Norm Subsystem Identification.
CoRR, 2015

PO-MOESP subspace identification of Directed Acyclic Graphs with unknown topology.
Autom., 2015

Identification of structured LTI MIMO state-space models.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Nuclear norm minimization for blind subspace identification (N2BSID).
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Tensor regression for LTI subspace identification.
Proceedings of the American Control Conference, 2015

2014
Subspace Identification of Large-Scale Interconnected Systems.
IEEE Trans. Autom. Control., 2014

Nuclear Norm Subspace Identification (N2SID) for short data batches.
CoRR, 2014

Sparse approximate inverses of Gramians and impulse response matrices of large-scale interconnected systems.
CoRR, 2014

Learning multidimensional Fourier series with tensor trains.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Distributed Wavefront Reconstruction using measurements of the spatial derivatives of the wavefront for real-time large scale adaptive optics control.
Proceedings of the 13th European Control Conference, 2014

Wavefront reconstruction using intensity measurements for real-time adaptive optics.
Proceedings of the 13th European Control Conference, 2014

On the application of a novel model order reduction algorithm for sequentially semi-separable matrices to the identification of one-dimensional distributed systems.
Proceedings of the 13th European Control Conference, 2014

Distributed system identification with ADMM.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Global Identification of Wind Turbines Using a Hammerstein Identification Method.
IEEE Trans. Control. Syst. Technol., 2013

Rejection of Periodic Wind Disturbances on a Smart Rotor Test Section Using Lifted Repetitive Control.
IEEE Trans. Control. Syst. Technol., 2013

Moving Horizon Estimation for Large-Scale Interconnected Systems.
IEEE Trans. Autom. Control., 2013

Quadratic Compressive Sensing - A Nonlinear Extension of Compressive Sensing
CoRR, 2013

Transformation-based iterative learning control for non-collocated sensing of a galvanometer scanner.
Proceedings of the 12th European Control Conference, 2013

Nonlinear Compressive Particle Filtering.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

State feedback control with quadratic output for wavefront correction in adaptive optics.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Parameter estimation for spatially interconnected descriptor systems using Sequentially Semi-Separable matrices.
Proceedings of the American Control Conference, 2013

2012
Robust Fault Isolation With Statistical Uncertainty in Identified Parameters.
IEEE Trans. Signal Process., 2012

Robust Fault Detection With Statistical Uncertainty in Identified Parameters.
IEEE Trans. Signal Process., 2012

A Matching Pursuit Algorithm Approach to Chaser-Target Formation Flying Problems.
IEEE Trans. Control. Syst. Technol., 2012

Recursive Predictor-Based Subspace Identification With Application to the Real-Time Closed-Loop Tracking of Flutter.
IEEE Trans. Control. Syst. Technol., 2012

Hybrid ABS Control Using Force Measurement.
IEEE Trans. Control. Syst. Technol., 2012

Correction to "Robust Inversion Based Fault Estimation for Discrete-Time LPV Systems".
IEEE Trans. Autom. Control., 2012

Robust Inversion Based Fault Estimation for Discrete-Time LPV Systems.
IEEE Trans. Autom. Control., 2012

Identification of Fault Estimation Filter From I/O Data for Systems With Stable Inversion.
IEEE Trans. Autom. Control., 2012

Linear computational complexity robust ILC for lifted systems.
Autom., 2012

An efficient control oriented modeling approach for Lithium ion cells.
Proceedings of the American Control Conference, 2012

2011
Two-Degree-of-Freedom Active Vibration Control of a Prototyped "Smart" Rotor.
IEEE Trans. Control. Syst. Technol., 2011

A Decomposition-Based Approach to Linear Time-Periodic Distributed Control of Satellite Formations.
IEEE Trans. Control. Syst. Technol., 2011

Linear Parameter Varying Identification of Freeway Traffic Models.
IEEE Trans. Control. Syst. Technol., 2011

Efficient System Identification of Heterogeneous Distributed Systems via a Structure Exploiting Extended Kalman Filter.
IEEE Trans. Autom. Control., 2011

Distributed Control in Multiple Dimensions: A Structure Preserving Computational Technique.
IEEE Trans. Autom. Control., 2011

Port-Hamiltonian description and analysis of the LuGre friction model.
Simul. Model. Pract. Theory, 2011

Robust fault detection observer design for linear uncertain systems.
Int. J. Control, 2011

Controller Design for a High-Sampling-Rate Closed-Loop Adaptive Optics System with Piezo-Driven Deformable Mirror.
Eur. J. Control, 2011

Modeling of the flow in wind farms for total power optimization.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

Square-root H2 and H∞ synthesis algorithms for sequentially semi-separable systems.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Linear computational complexity design of constrained optimal ILC.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Data-driven modelling of wind turbines.
Proceedings of the American Control Conference, 2011

LPV subspace identification using a novel nuclear norm regularization method.
Proceedings of the American Control Conference, 2011

Rejection of periodic wind disturbances on an experimental "smart" rotor section using lifted repetitive control.
Proceedings of the IEEE International Conference on Control Applications, 2011

2010
Estimation of Three- and Four-Element Windkessel Parameters Using Subspace Model Identification.
IEEE Trans. Biomed. Eng., 2010

A structured matrix approach to efficient calculation of LQG repetitive learning controllers in the lifted setting.
Int. J. Control, 2010

Robust Fault Detection Observer and Fault Estimation Filter Design for LTI Systems Based on GKYP Lemma.
Eur. J. Control, 2010

On acceleration of traffic flow.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Exploiting Semi-Separable and toeplitz structure in distributed control of homogeneous systems with arbitrary boundary conditions.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

LPV identification of an aeroelastic flutter model.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Closed-loop MOESP subspace model identification with parametrisable disturbances.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Robust cautious data driven control with guaranteed mean square stability.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Wheel slip control using energy shaping.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Data driven fault detection with robustness to uncertain parameters identified in closed loop.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

LPV analysis and control using fast iterative solutions to rationally parametric Lyapunov and Riccati equations.
Proceedings of the American Control Conference, 2010

A full block S-procedure application to distributed control.
Proceedings of the American Control Conference, 2010

On the Performance Increase of Wheel Deceleration Control through Force Sensing.
Proceedings of the IEEE International Conference on Control Applications, 2010

2009
Distributed Control: A Sequentially Semi-Separable Approach for Spatially Heterogeneous Linear Systems.
IEEE Trans. Autom. Control., 2009

Distributed Control for Identical Dynamically Coupled Systems: A Decomposition Approach.
IEEE Trans. Autom. Control., 2009

Cautious H<sub>infinity</sub> optimal control using uncertain Markov parameters identified in closed loop.
Syst. Control. Lett., 2009

Adaptive and Real-time Optimal Control for Adaptive Optics Systems.
Eur. J. Control, 2009

Subspace identification of Bilinear and LPV systems for open- and closed-loop data.
Autom., 2009

A hybrid steepest descent method for constrained convex optimization.
Autom., 2009

Distributed computations and control in multi-agent systems.
Proceedings of the 4th International Conference on Autonomous Robots and Agents, 2009

Robust fault detection observer design for LTI systems based on GKYP lemma.
Proceedings of the 10th European Control Conference, 2009

Mixed H-/H∞dynamic observer design for fault detection.
Proceedings of the 10th European Control Conference, 2009

Robust control of distributed systems with sequentially semi-separable structure.
Proceedings of the 10th European Control Conference, 2009

On the identification of LPV traffic flow model.
Proceedings of the 10th European Control Conference, 2009

Closed-loop subspace Predictive Control for Linear Parameter Varying systems (ii) - a supervisory and robust approach.
Proceedings of the 10th European Control Conference, 2009

Closed-loop subspace Predictive Control for Linear Parameter Varying systems (i) - the nominal case.
Proceedings of the 10th European Control Conference, 2009

Closed-loop subspace identification of Hammerstein-Wiener models.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Distributed control of spatially invariant systems using fast iterative solutions to rationally parametric matrix problems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Subspace identification of distributed, decomposable systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Adaptive optics application of distributed control design for decomposable systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Closed-loop Subspace Predictive Control for Hammerstein systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

VARMAX-based closed-loop subspace model identification.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Structure preserving model order reduction of heterogeneous 1-D distributed systems.
Proceedings of the American Control Conference, 2009

Global and local chassis control based on load sensing.
Proceedings of the American Control Conference, 2009

2008
A Data-Driven <i>H</i><sub>2</sub> -Optimal Control Approach for Adaptive Optics.
IEEE Trans. Control. Syst. Technol., 2008

Subspace identification of circulant systems.
Autom., 2008

Subspace IDentification of MIMO LPV systems: The PBSID approach.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Mixed H2212;/H<sup>infinity</sup> fault detection observer design for LPV systems.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Distributed control: A sequentially semi-separable approach.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Constrained H<sup>infinity</sup> control for discrete-time LPV systems using interpolation.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Distributed control of vehicle formations: A decomposition approach.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Port-Hamiltonian formulation and analysis of the LuGre friction model.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

On the equivalence of closed-loop subspace predictive control with LQG.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Model free probabilistic design with uncertain Markov parameters identified in closed loop.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Subspace identification of multivariable LPV systems: a novel approach.
Proceedings of the IEEE International Conference on Computer-Aided Control Systems, 2008

2007
Robustness of the Filtered-X LMS Algorithm - Part I: Necessary Conditions for Convergence and the Asymptotic Pseudospectrum of Toeplitz Matrices.
IEEE Trans. Signal Process., 2007

Robustness of the Filtered-X LMS Algorithm - Part II: Robustness Enhancement by Minimal Regularization for Norm Bounded Uncertainty.
IEEE Trans. Signal Process., 2007

Model-based learning control with non-repetitive initial conditions.
Int. J. Intell. Syst. Technol. Appl., 2007

Subspace identification of MIMO LPV systems using a periodic scheduling sequence.
Autom., 2007

Subspace identification of bilinear systems using a dedicated input sequence.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006
Robustly asymptotically stable finite-horizon MPC.
Autom., 2006

Adaptive importance sampling for probabilistic validation of advanced driver assistance systems.
Proceedings of the American Control Conference, 2006

2005
Two-stage Kalman filtering via structured square-root.
Commun. Inf. Syst., 2005

Kernel methods for subspace identification of multivariable LPV and bilinear systems.
Autom., 2005

Robust spectral factor approximation of discrete-time frequency domain power spectras.
Autom., 2005

A switching detection method based on projected subspace classification.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
Increasing the robustness of a preconditioned filtered-X LMS algorithm.
IEEE Signal Process. Lett., 2004

Robust output-feedback controller design via local BMI optimization.
Autom., 2004

Subspace identification of piecewise linear systems.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
Convergence analysis of the Filtered-U LMS algorithm for active noise control in case perfect cancellation is not possible.
Signal Process., 2003

An ellipsoid algorithm for probabilistic robust controller design.
Syst. Control. Lett., 2003

Host medium transformation of the early-time radar response of a buried dielectric target.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

A Kernel method for subspace identification of multivariable bilinear systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Robust output-feedback integral MPC: a probabilistic approach.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

A BMI optimization approach to robust output-feedback control.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
Subspace identification of multivariable linear parameter-varying systems.
Autom., 2002

Maximum likelihood identification of multivariable bilinear state-space systems by projected gradient search.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

The ellipsoid algorithm for probabilistic robust controller design.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

An efficient implementation of maximum likelihood identification of LTI state-space models by local gradient search.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001
Identification of multivariable LPV state space systems by local gradient search.
Proceedings of the 6th European Control Conference, 2001

A new subspace based approach to iterative learning control.
Proceedings of the 6th European Control Conference, 2001

A method for the design of fault-tolerant systems in case of sensor and actuator faults.
Proceedings of the 6th European Control Conference, 2001

Robust decision feedback equalizer design via the solution of a regularized least squares problem.
Proceedings of the 6th European Control Conference, 2001

Identification of a weighted combination of multivariable local linear state-space systems from input and output data.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

Change detection in the dynamics with recursive subspace identification.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

Fault detection: a subspace identification approach.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000
Bilinear state space systems for nonlinear dynamical modelling.
Theory Biosci., 2000

A novel approach on parameter identification for inverter driven induction machines.
IEEE Trans. Control. Syst. Technol., 2000

Recursive subspace identification of linear and non-linear Wiener state-space models.
Autom., 2000

Identification of multivariable linear parameter-varying systems based on subspace techniques.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

A bank of reconfigurable LQG controllers for linear systems subjected to failures.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

Blockwise subspace identification for active noise control.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999
Stochastic theory of continuous-time state-space identification.
IEEE Trans. Signal Process., 1999

Continuous-time identification of SISO systems using Laguerre functions.
IEEE Trans. Signal Process., 1999

Linear and Non-linear System Identification Using Separable Least-Squares.
Eur. J. Control, 1999

Subspace-based identification of MIMO bilinear systems.
Proceedings of the 5th European Control Conference, 1999

Correlation methods of continuous-time state-space model identification.
Proceedings of the 5th European Control Conference, 1999

Comparative study between three subspace identification algorithms.
Proceedings of the 5th European Control Conference, 1999

Closed-loop identification using canonical correlation analysis.
Proceedings of the 5th European Control Conference, 1999

1998
Modeling and identification of a strip guidance process with internal feedback.
IEEE Trans. Control. Syst. Technol., 1998

1997
Subspace Algorithms for the Identification of Multivariable Dynamic Errors-in-Variables Models.
Autom., 1997

ECG Segmentation Using Time-Warping.
Proceedings of the Advances in Intelligent Data Analysis, 1997

1996
Identifying MIMO Wiener systems using subspace model identification methods.
Signal Process., 1996

A Subspace Model Identification Solution to the Identification of Mixed Causal, Anti-Causal LTI Systems.
SIAM J. Matrix Anal. Appl., 1996

1995
The use of a bilinear transformation of the shift operator in subspace model identification.
IEEE Trans. Autom. Control., 1995

A class of subspace model identification algorithms to identify periodically and arbitrarily time-varying systems.
Autom., 1995

System Identification with Orthogonal Basis Functions and Neural Networks.
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

1994
Identification of the deterministic part of MIMO state space models given in innovations form from input-output data.
Autom., 1994

1993
Application of a subspace model identification technique to identify LTI systems operating in closed-loop.
Autom., 1993

1989
Algorithm 675: Fortran subroutines for computing the square root covariance filter and square root information filter in dense or Hessenberg forms.
ACM Trans. Math. Softw., 1989

Round-off error propagation in four generally-applicable, recursive, least-squares estimation schemes.
Autom., 1989


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