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Publications about 'Behavioral Systems Theory'

Articles in journal, book chapters


J. Coulson,
H.J. van Waarde,
J. Lygeros,
and F. Dörfler.
A quantitative notion of persistency of excitation and the robust fundamental lemma.
IEEE Control Systems Letters,
7:12431248,
2023.
Keyword(s): DataDriven Control,
Behavioral Systems Theory,
Linear Control Design.
[bibtexentry]

F. Dörfler,
J. Coulson,
and I. Markovsky.
Bridging direct & indirect datadriven control formulations via regularizations and relaxations.
IEEE Transactions on Automatic Control,
68(2):883897,
January 2023.
Keyword(s): Behavioral Systems Theory,
DataDriven Control,
Bilevel Optimization.
[bibtexentry]

F. Dörfler,
P. Tesi,
and C. De Persis.
On the CertaintyEquivalence Approach to Direct DataDriven LQR Design.
IEEE Transactions on Automatic Control,
68(12):79897996,
2023.
Keyword(s): Behavioral Systems Theory,
DataDriven Control.
[bibtexentry]

I. Markovsky and F. Dörfler.
Identifiability in the Behavioral Setting.
IEEE Transactions on Automatic Control,
68(3):16671677,
2023.
Keyword(s): Behavioral Systems Theory,
DataDriven Control,
System Identification.
[bibtexentry]

I. Markovsky,
L. Huang,
and F. Dörfler.
Datadriven control based on behavioral approach: From theory to applications in power systems.
IEEE Control Systems Magazine,
43(4):2868,
2023.
Keyword(s): Behavioral Systems Theory,
DataDriven Control,
System Identification.
[bibtexentry]

H. Ossareh and F Dörfler.
Formula for Estimating the Frequency Response of LTI Systems from Noisy FiniteLength Datasets.
IEEE Control Systems Letters,
7:36813686,
2023.
Keyword(s): DataDriven Control,
Behavioral Systems Theory.
[bibtexentry]

J. Coulson,
J. Lygeros,
and F. Dörfler.
Distributionally Robust Chance Constrained DataEnabled Predictive Control.
IEEE Transactions on Automatic Control,
67(7):32893304,
2022.
Keyword(s): Linear Control Design,
DataDriven Control,
Behavioral Systems Theory,
Distributional Robustness,
Optimal Transport.
[bibtexentry]

L. Huang,
J. Coulson,
J. Lygeros,
and F. Dörfler.
Decentralized DataEnabled Predictive Control for Power System Oscillation Damping.
IEEE Transactions on Control Systems Technology,
30(3):10651077,
May 2022.
Keyword(s): Power Networks,
DataDriven Control,
Behavioral Systems Theory,
Power Electronics Control.
[bibtexentry]

I. Markovsky and F. Dörfler.
Datadriven dynamic interpolation and approximation.
Automatica,
135:110008,
2022.
Keyword(s): Behavioral Systems Theory,
DataDriven Control.
[bibtexentry]

I. Markovsky,
E. Prieto,
and F. Dörfler.
On the persistency of excitation.
Automatica,
147:110657,
2022.
Keyword(s): Behavioral Systems Theory,
DataDriven Control,
System Identification.
[bibtexentry]

I. Markovsky and F. Dörfler.
Behavioral systems theory in datadriven analysis, signal processing, and control.
Annual Reviews in Control,
52:4264,
2021.
Keyword(s): Behavioral Systems Theory,
DataDriven Control,
Bilevel Optimization,
System Identification.
[bibtexentry]

D. Alpago,
F. Dörfler,
and J. Lygeros.
An Extended Kalman Filter for Dataenabled Predictive Control.
IEEE Control Systems Letters,
4(4):994999,
October 2020.
Keyword(s): Linear Control Design,
DataDriven Control,
Behavioral Systems Theory.
[bibtexentry]

E. Elokda,
J. Coulson,
P. Beuchat,
J. Lygeros,
and F. Dörfler.
DataEnabled Predictive Control for Quadcopters.
International Journal of Robust and Nonlinear Control,
2019.
Note: In press. DOI https://doi.org/10.1002/rnc.5686.
Keyword(s): Linear Control Design,
DataDriven Control,
Robotic Coordination,
Behavioral Systems Theory.
[bibtexentry]

Y. Tang,
C. Cenedese,
A. Rimoldi,
F. Dörfler,
J. Lygeros,
and A. Padoan.
SplitasaPro: behavioral control via operator splitting and alternating projections.
In ,
December 2024.
Note: Submitted. Keyword(s): DataDriven Control,
Linear Control Design,
Behavioral Systems Theory.
[bibtexentry]

J. Berberich,
A. Iannelli,
A. Padoan,
J. Coulson,
F. Dörfler,
and F. Allgöwer.
A quantitative and constructive proof of Willems' Fundamental Lemma and its implications.
In Proceedings of the American Control Conference,
pages 41554160,
2023.
Keyword(s): DataDriven Control,
Behavioral Systems Theory,
Linear Control Design.
[bibtexentry]

A. Padoan,
J. Coulson,
and F. Dörfler.
Controller implementability: a datadriven approach.
In Proceedings of the 62nd IEEE Conference on Decision and Control,
pages 60986103,
December 2023.
Keyword(s): DataDriven Control,
Behavioral Systems Theory,
Linear Control Design.
[bibtexentry]

A. Padoan,
F. Dörfler,
and J. Lygeros.
Datadriven representations of convex and conical behaviors.
In Proceedings of the 62nd IEEE Conference on Decision and Control,
pages 596601,
December 2023.
Keyword(s): DataDriven Control,
Linear Control Design,
Behavioral Systems Theory.
[bibtexentry]

A. Padoan,
J. Coulson,
H.J. van Waarde,
J. Lygeros,
and F. Dörfler.
Behavioral uncertainty quantification for datadriven control.
In Proceedings of the 61st IEEE Conference on Decision and Control,
pages 47264731,
December 2022.
Keyword(s): DataDriven Control,
Linear Control Design,
Behavioral Systems Theory.
[bibtexentry]

L. Huang,
J. Zhen,
J. Lygeros,
and F. Dörfler.
Quadratic Regularization of DataEnabled Predictive Control: Theory and Application to Power Converter Experiments.
In IFAC Symposium on System Identification SYSID,
volume 7,
pages 192197,
2021.
Keyword(s): Power Networks,
DataDriven Control,
Behavioral Systems Theory.
[bibtexentry]

P. Carlet,
A. Favato,
S. Bolognani,
and F. Dörfler.
Datadriven predictive current control for synchronous motor drives.
In IEEE Energy Conversion Congress and Exposition (ECCE),
pages 51485154,
2020.
Keyword(s): Power Electronics Control,
DataDriven Control,
Behavioral Systems Theory.
[bibtexentry]

J. Coulson,
J. Lygeros,
and F. Dörfler.
DataEnabled Predictive Control: In the Shallows of the DeePC.
In European Control Conference,
pages 307312,
2019.
Keyword(s): Linear Control Design,
DataDriven Control,
Robotic Coordination,
Behavioral Systems Theory.
[bibtexentry]

J. Coulson,
J. Lygeros,
and F. Dörfler.
Regularized and distributionally robust dataenabled predictive control.
In IEEE Conference on Decision and Control,
pages 26962701,
2019.
Keyword(s): Linear Control Design,
DataDriven Control,
Robotic Coordination,
Behavioral Systems Theory,
Distributional Robustness,
Optimal Transport.
[bibtexentry]

L. Huang,
J. Coulson,
J. Lygeros,
and F. Dörfler.
DataEnabled Predictive Control for GridConnected Power Converters.
In IEEE Conference on Decision and Control,
pages 81308135,
2019.
Keyword(s): Linear Control Design,
DataDriven Control,
Power Electronics Control,
Behavioral Systems Theory.
[bibtexentry]

A. Padoan,
J. Coulson,
and F. Dörfler.
Controller implementability: a datadriven approach,
December 2023.
Note: Available at https://arxiv.org/abs/2310.15347. Keyword(s): DataDriven Control,
Behavioral Systems Theory,
Linear Control Design.
[bibtexentry]

A. Padoan,
F. Dörfler,
and J. Lygeros.
Datadriven representations of convex and conical behaviors,
December 2023.
Note: Available at https://arxiv.org/abs/2310.15354. Keyword(s): DataDriven Control,
Linear Control Design,
Behavioral Systems Theory.
[bibtexentry]

J. Berberich,
A. Iannelli,
A. Padoan,
J. Coulson,
F. Dörfler,
and F. Allgöwer.
A quantitative and constructive proof of Willems' Fundamental Lemma and its implications,
August 2022.
Note: Available at https://arxiv.org/abs/2208.00905. Keyword(s): DataDriven Control,
Behavioral Systems Theory,
Linear Control Design.
[bibtexentry]

A. Padoan,
J. Coulson,
H.J. van Waarde,
J. Lygeros,
and F. Dörfler.
Behavioral uncertainty quantification for datadriven control,
March 2022.
Note: Available at https://arxiv.org/abs/2204.02671. Keyword(s): DataDriven Control,
Linear Control Design,
Behavioral Systems Theory.
[bibtexentry]

F. Dörfler,
J. Coulson,
and I. Markovsky.
Bridging direct & indirect datadriven control formulations via regularizations and relaxations,
January 2021.
Note: Available at https://arxiv.org/abs/2101.01273. Keyword(s): Behavioral Systems Theory,
DataDriven Control,
Bilevel Optimization.
[bibtexentry]

F. Dörfler,
P. Tesi,
and C. De Persis.
On the CertaintyEquivalence Approach to Direct DataDriven LQR Design,
2021.
Note: Available at https://arxiv.org/abs/2109.06643. Keyword(s): Behavioral Systems Theory,
DataDriven Control.
[bibtexentry]

I. Markovsky and F. Dörfler.
Behavioral systems theory in datadriven analysis, signal processing, and control,
July 2021.
Note: Available at http://homepages.vub.ac.be/ imarkovs/publications/overviewddctr.pdf. Keyword(s): Behavioral Systems Theory,
DataDriven Control,
Bilevel Optimization.
[bibtexentry]

J. Coulson,
J. Lygeros,
and F. Dörfler.
Distributionally Robust Chance Constrained DataEnabled Predictive Control,
2020.
Note: Available at https://arxiv.org/abs/2006.01702. Keyword(s): Linear Control Design,
DataDriven Control,
Behavioral Systems Theory,
Optimal Transport.
[bibtexentry]

L. Huang,
J. Zhen,
J. Lygeros,
and F. Dörfler.
Quadratic Regularization of DataEnabled Predictive Control: Theory and Application to Power Converter Experiments,
December 2020.
Note: Available at https://arxiv.org/abs/2012.04434. Keyword(s): Power Networks,
DataDriven Control,
Behavioral Systems Theory.
[bibtexentry]

J. Coulson,
J. Lygeros,
and F. Dörfler.
Regularized and distributionally robust dataenabled predictive control,
March 2019.
Note: Available at https://arxiv.org/abs/1903.06804. Keyword(s): Linear Control Design,
DataDriven Control,
Robotic Coordination,
Behavioral Systems Theory,
Optimal Transport.
[bibtexentry]

L. Huang,
J. Coulson,
J. Lygeros,
and F. Dörfler.
DataDriven WideArea Control,
November 2019.
Note: Available at https://arxiv.org/abs/1911.12151. Keyword(s): Power Networks,
DataDriven Control,
Behavioral Systems Theory.
[bibtexentry]

L. Huang,
J. Coulson,
J. Lygeros,
and F. Dörfler.
DataEnabled Predictive Control for GridConnected Power Converters,
March 2019.
Note: Available at https://arxiv.org/abs/1903.07339. Keyword(s): Linear Control Design,
DataDriven Control,
Power Electronics Control,
Behavioral Systems Theory.
[bibtexentry]

J. Coulson,
J. Lygeros,
and F. Dörfler.
DataEnabled Predictive Control: In the Shallows of the DeePC,
2018.
Note: Available at https://arxiv.org/abs/1811.05890. Keyword(s): DataDriven Control,
Behavioral Systems Theory,
Robotic Coordination.
[bibtexentry]
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Last modified: Sun Nov 10 07:25:34 2024
Author: Florian Dorfler.
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