Håkan Hjalmarsson
Orcid: 0000-0002-9368-3079Affiliations:
- KTH Royal Institute of Technology, Stockholm, Sweden
According to our database1,
Håkan Hjalmarsson
authored at least 211 papers
between 1995 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2013, "For contributions to data-based controller design".
Timeline
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Bibliography
2024
DeepBayes - An estimator for parameter estimation in stochastic nonlinear dynamical models.
Autom., January, 2024
2023
Autom., February, 2023
IEEE Control. Syst. Lett., 2023
2022
Regret Minimization for Linear Quadratic Adaptive Controllers Using Fisher Feedback Exploration.
IEEE Control. Syst. Lett., 2022
Optimal exploration strategies for finite horizon regret minimization in some adaptive control problems.
CoRR, 2022
Proceedings of the European Control Conference, 2022
Stochastic Approximation for Identification of Non-Linear Differential-Algebraic Equations with Process Disturbances.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
An integrated approach for modeling and identification of perfusion bioreactors via basis flux modes.
Comput. Chem. Eng., 2021
Least costly identification experiment for the identification of one module in a dynamic network.
Autom., 2021
Autom., 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Non-causal regularized least-squares for continuous-time system identification with band-limited input excitations.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Identification of Non-Linear Differential-Algebraic Equation Models with Process Disturbances.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
IEEE Trans. Autom. Control., 2020
The Gaussian Maximum-Likelihood Estimator Versus the Optimally Weighted Least-Squares Estimator [Lecture Notes].
IEEE Signal Process. Mag., 2020
IEEE Control. Syst. Lett., 2020
Identification of nonlinear kinetics of macroscopic bio-reactions using multilinear Gaussian processes.
Comput. Chem. Eng., 2020
Autom., 2020
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Proceedings of the Australian and New Zealand Control Conference, 2020
Toward Tractable Global Solutions to Bayesian Point Estimation Problems via Sparse Sum-of-Squares Relaxations.
Proceedings of the 2020 American Control Conference, 2020
2019
IEEE Trans. Autom. Control., 2019
CoRR, 2019
Estimating models with high-order noise dynamics using semi-parametric weighted null-space fitting.
Autom., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Optimal Experiment Design for the Identification of One Module in the Interconnection of Locally Controlled Systems.
Proceedings of the 17th European Control Conference, 2019
Toward Tractable Global Solutions to Maximum-Likelihood Estimation Problems via Sparse Sum-of-Squares Relaxations.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 2019 American Control Conference, 2019
2018
Outlier-Robust Estimation of Uncertain-Input Systems With Applications to Nonparametric FIR and Hammerstein Models.
IEEE Control. Syst. Lett., 2018
Open-loop asymptotically efficient model reduction with the Steiglitz-McBride method.
Autom., 2018
Autom., 2018
Optimal identification experiment design for the interconnection of locally controlled systems.
Autom., 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Weighted Null-Space Fitting for Cascade Networks with Arbitrary Location of Sensors and Excitation Signals.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Consistent Estimators of Stochastic MIMO Wiener Models Based on Suboptimal Predictors.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
IEEE Control. Syst. Lett., 2017
CoRR, 2017
Comput. Chem. Eng., 2017
Autom., 2017
Autom., 2017
Autom., 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
An application-oriented approach to dual control with excitation for closed-loop identification.
Eur. J. Control, 2016
CoRR, 2016
The transient impulse response modeling method for non-parametric system identification.
Autom., 2016
Advanced autonomous model-based operation of industrial process systems (Autoprofit): Technological developments and future perspectives.
Annu. Rev. Control., 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
2015
Proceedings of the Encyclopedia of Systems and Control, 2015
The Conservation of Information, Towards an Axiomatized Modular Modeling Approach to Congestion Control.
IEEE/ACM Trans. Netw., 2015
A Multi-Time-Scale Generalization of Recursive Identification Algorithm for ARMAX Systems.
IEEE Trans. Autom. Control., 2015
Syst. Control. Lett., 2015
Int. J. Control, 2015
CoRR, 2015
CoRR, 2015
A graph theoretical approach to input design for identification of nonlinear dynamical models.
Autom., 2015
Proceedings of the 14th European Control Conference, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Iterative Data-Driven ℋ<sub>∞</sub> Norm Estimation of Multivariable Systems With Application to Robust Active Vibration Isolation.
IEEE Trans. Control. Syst. Technol., 2014
IEEE Trans. Autom. Control., 2014
Variance analysis of identified linear MISO models having spatially correlated inputs, with application to parallel Hammerstein models.
Autom., 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 13th European Control Conference, 2014
Experiment design for parameter estimation in nonlinear systems based on multilevel excitation.
Proceedings of the 13th European Control Conference, 2014
Proceedings of the 13th European Control Conference, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Applications oriented input design for closed-loop system identification: a graph-theory approach.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
Frequency smoothing gains in preamble-based channel estimation for multicarrier systems.
Signal Process., 2013
EURASIP J. Wirel. Commun. Netw., 2013
CoRR, 2013
Proceedings of IEEE International Conference on Communications, 2013
Proceedings of the 12th European Control Conference, 2013
Proceedings of the 12th European Control Conference, 2013
Robust and adaptive excitation signal generation for input and output constrained systems.
Proceedings of the 12th European Control Conference, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Iteratively learning the ℌ∞-norm of multivariable systems applied to model-error-modeling of a vibration isolation system.
Proceedings of the American Control Conference, 2013
Generation of excitation signals with prescribed autocorrelation for input and output constrained systems.
Proceedings of the American Control Conference, 2013
Proceedings of the American Control Conference, 2013
Application-Oriented Least Squares Experiment Design in Multicarrier Communication Systems.
Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013
2012
IEEE Trans. Autom. Control., 2012
Analyzing iterations in identification with application to nonparametric H<sub>∞</sub>-norm estimation.
Autom., 2012
Accuracy of linear multiple-input multiple-output (MIMO) models obtained by maximum likelihood estimation.
Autom., 2012
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Proceedings of the 23rd IEEE International Symposium on Personal, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
A unified experiment design framework for detection and identification in closed-loop performance diagnosis.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
A Chernoff relaxation on the problem of application-oriented finite sample experiment design.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
How to Make Bias and Variance Errors Insensitive to System and Model Complexity in Identification.
IEEE Trans. Autom. Control., 2011
IEEE Trans. Autom. Control., 2011
An adaptive method for consistent estimation of real-valued non-minimum phase zeros in stable LTI systems.
Autom., 2011
Conditions when minimum variance control is the optimal experiment for identifying a minimum variance controller.
Autom., 2011
A design algorithm using external perturbation to improve Iterative Feedback Tuning convergence.
Autom., 2011
On the accuracy in errors-in-variables identification compared to prediction-error identification.
Autom., 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Cascade and multibatch subspace system identification for multivariate vacuum-plasma response characterisation.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
The Cost of Complexity in System Identification: Frequency Function Estimation of Finite Impulse Response Systems.
IEEE Trans. Autom. Control., 2010
Non-parametric methods for L<sub>2</sub>-gain estimation using iterative experiments.
Autom., 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Closed-loop MIMO ARX estimation of concurrent external plasma response eigenmodes in magnetic confinement fusion.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Nonlinear state-dependent delay modeling and stability analysis of internet congestion control.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
IEEE Trans. Autom. Control., 2009
Identification of ARX systems with non-stationary inputs - asymptotic analysis with application to adaptive input design.
Autom., 2009
Proceedings of the 10th European Control Conference, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Vector dither experiment design and direct parametric identification of reversed-field pinch normal modes.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
Autom., 2008
Identification and control: Joint input design and <i>I</i> state feedback with ellipsoidal parametric uncertainty via LMIs.
Autom., 2008
Identification for control of multivariable systems: Controller validation and experiment design via LMIs.
Autom., 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Improving convergence of Iterative Feedback Tuning using optimal external perturbations.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
A geometric approach to variance analysis in system identification: Linear Time-Invariant Systems.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
A geometric approach to variance analysis in system identification: Theory and nonlinear systems.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Optimal Input Design for Identification of Non-linear Systems: Learning From the Linear Case.
Proceedings of the American Control Conference, 2007
2006
SIGBED Rev., 2006
Least-squares estimation of a class of frequency functions: A finite sample variance expression.
Autom., 2006
ACK-clock Dynamics in Network Congestion Control - An Inner Feedback Loop with Implications on Inelastic Flow Impact.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
2005
Input design via LMIs admitting frequency-wise model specifications in confidence regions.
IEEE Trans. Autom. Control., 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
Identification and Control: Joint Input Design and H∞ State Feedback with Ellipsoidal Parametric Uncertainty.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
IEEE Trans. Autom. Control., 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Convex computation of worst case criteria with applications in identification and control.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
2001
Proceedings of the 6th European Control Conference, 2001
Proceedings of the 6th European Control Conference, 2001
Proceedings of the 6th European Control Conference, 2001
Iterative learning control of nonlinear non-minimum phase systems and its application to system and model inversion.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the American Control Conference, 2001
Proceedings of the American Control Conference, 2001
2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
1999
IEEE Trans. Autom. Control., 1999
Proceedings of the 5th European Control Conference, 1999
1998
Optimally robust system identification of systems subject to amplitude-bounded stochastic disturbances.
IEEE Trans. Autom. Control., 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1996
Autom., 1996
1995
Eur. J. Control, 1995
Autom., 1995
Autom., 1995