Vincent Laurain

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Publications

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Sparse RKHS estimation via globally convex optimization and its application in LPV-IO identification

Vincent Laurain , Roland Tóth , Dario Piga , Mohamed Abdelmonim Hassan Darwish

Automatica, 2020, 115, pp.108914. ⟨10.1016/j.automatica.2020.108914⟩

Article dans une revue hal-02960323v1

An instrumental least squares support vector machine for nonlinear system identification

Vincent Laurain , Roland Toth , Dario Piga , Wei Xing Zheng

Automatica, 2015, Automatica, 54, pp.340-347. ⟨10.1016/j.automatica.2015.02.017⟩

Article dans une revue hal-01208343v1

LPV system identification under noise corrupted scheduling and output signal observations

Dario Piga , Pepijn Cox , Roland Toth , Vincent Laurain

Automatica, 2015, Automatica, 53, pp.329-338. ⟨10.1016/j.automatica.2015.01.018⟩

Article dans une revue hal-01208365v1

A new data-based modelling method for identifying parsimonious nonlinear rainfall/flow models

Marion Gilson , Vincent Laurain , Hugues Garnier , Sylvain Payraudeau , Caroline Gregoire

Journal Européen des Systèmes Automatisés, 2012, 46 (6-7), pp.633-647. ⟨10.3166/jesa.46.633-647⟩

Article dans une revue istex hal-00761328v1
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Instrumental variable scheme for closed-loop LPV model identification

Roland Toth , Vincent Laurain , Marion Gilson , Hugues Garnier

Automatica, 2012, 48 (9), pp.2314-2320. ⟨10.1016/j.automatica.2012.06.037⟩

Article dans une revue hal-00765854v1
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Direct identification of continuous-time linear parameter-varying input/output models

Vincent Laurain , Roland Toth , Marion Gilson , Hugues Garnier

IET Control Theory and Applications, 2011, 5 (7), pp.878-888. ⟨10.1049/iet-cta.2010.0218⟩

Article dans une revue hal-00594154v1
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Refined instrumental variable methods for identification of LPV Box–Jenkins models

Vincent Laurain , Roland Toth , Marion Gilson , Hugues Garnier

Automatica, 2010, 46 (6), pp.959-967. ⟨10.1016/j.automatica.2010.02.026⟩

Article dans une revue hal-00508675v1

How to infer prior knowledge in water distribution data-driven models?

Bruno Brentan , Vincent Laurain , Samir Aberkane

1st International WDSA / CCWI 2018 Joint Conference, Jul 2018, Kingston, Ontario, Canada

Communication dans un congrès hal-01978940v1
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The impact of smoothness on model class selection in nonlinear system identification: An application of derivatives in the RKHS

Yusuf Bhujwalla , Vincent Laurain , Marion Gilson

American Control Conference, ACC'2016, Jul 2016, Boston, MA, United States. ⟨10.1109/ACC.2016.7525181⟩

Communication dans un congrès hal-01316430v1

Identifying dynamical models of nitrate propagation in agricultural drinking water: how can we help agronomists?

Vincent Laurain , Marion Gilson , Marc Benoît

17. IFAC Symposium on System Identification, SYSID 2015, Chinese Academy of Sciences (CAS). CHN., Oct 2015, Pékin, China

Communication dans un congrès hal-02741232v1
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Weighted principal component analysis for Wiener system identification – Regularization and non-Gaussian excitations

Qinghua Zhang , Vincent Laurain , Jiandong Wang

17th IFAC Symposium on System Identification, SYSID 2015, Oct 2015, Beijing, France

Communication dans un congrès hal-01232183v1
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Identifying dynamical models of nitrate propagation in agricultural drinking water: how can we help agronomists?

Vincent Laurain , Marion Gilson , Marc Benoît

17th IFAC Symposium on System Identification, SYSID 2015, Oct 2015, Beijing, China

Communication dans un congrès hal-01208329v1
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Refined IV-based method for LPV partial differential equation model identification

Julien Schorsch , Vincent Laurain , Marion Gilson , Hugues Garnier

13th European Control Conference, ECC'14, Jun 2014, Strasbourg, France. pp.2127-2132

Communication dans un congrès hal-01058618v1

Wiener system identification by weighted principal component analysis

Qinghua Zhang , Vincent Laurain

13th European Control Conference, ECC'14, Jun 2014, Strasbourg, France

Communication dans un congrès hal-01059203v1
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Data-based modeling for water resource quality over long term trends

Vincent Laurain , Marion Gilson , Marc Benoît

7th International Congress on Environmental Modelling and Software, iEMSs 2014, Jun 2014, San Diego, United States

Communication dans un congrès hal-02741949v1
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Identification of LPV partial differential equation models

Julien Schorsch , Marion Gilson , Vincent Laurain , Hugues Garnier

52nd IEEE Conference on Decision and Control, CDC 2013, Dec 2013, Florence, Italy. Paper ThA17.3

Communication dans un congrès hal-00861956v1

Single minimum nonlinearity Wiener system identification by weighted principal component analysis

Qinghua Zhang , Vincent Laurain

11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP 2013, Jul 2013, Caen, France. pp.384-389, ⟨10.3182/20130703-3-FR-4038.00061⟩

Communication dans un congrès hal-00854679v1
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Nonparametric identification of LPV models under general noise conditions: an LS-SVM based approach

Vincent Laurain , Roland Toth , Wei Xing Zheng , Marion Gilson

16th IFAC Symposium on System Identification, SYSID'2012, Jul 2012, Bruxelles, Belgium. pp.1761-1766, ⟨10.3182/20120711-3-BE-2027.00230⟩

Communication dans un congrès hal-00751720v1

An identification method for Wiener systems based on dispersion function

Boyi Ni , Vincent Laurain , Hugues Garnier , Marion Gilson , Qinghua Zhang

20th ERNSI Workshop in System Identification (European Research Network System Identification), Sep 2012, Maastricht, Netherlands

Communication dans un congrès hal-00763698v1

Developments for the CONTSID toolbox

Hugues Garnier , Marion Gilson , Vincent Laurain , Boyi Ni

16th IFAC Symposium on System Identification, SYSID'2012, Jul 2012, Bruxelles, Belgium. pp.1761-1766, ⟨10.3182/20120711-3-BE-2027.00231⟩

Communication dans un congrès hal-00751725v1
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On the closed loop identification of LPV models using instrumental variables

Roland Toth , Vincent Laurain , Marion Gilson , Hugues Garnier

18th IFAC World Congress, IFAC WC'2011, Aug 2011, Milan, Italy. pp.7773-7778

Communication dans un congrès hal-00654796v1
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Introducing instrumental variables in the LS-SVM based identification framework

Vincent Laurain , Wei Xing Zheng , Roland Toth

50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011, Dec 2011, Orlando, United States. pp.3198-3203, ⟨10.1109/CDC.2011.6160354⟩

Communication dans un congrès hal-00763685v1
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Model structure learning: a support vector machine approach for LPV linear-regression models

Roland Toth , Vincent Laurain , Wei Xing Zheng , Kameshwar Poolla

50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011, Dec 2011, Orlando, United States. pp.3192-3197, ⟨10.1109/CDC.2011.6160564⟩

Communication dans un congrès hal-00763688v1
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Direct identification of continuous-time LPV models

Vincent Laurain , Marion Gilson , Roland Toth , Hugues Garnier

American Control Conference, ACC 2011, Jun 2011, San Francisco, United States. pp.CDROM

Communication dans un congrès hal-00603629v1
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Identification of LPV Output-Error and Box-Jenkins Models via Optimal Refined Instrumental Variable Methods

Vincent Laurain , Marion Gilson , Roland Toth , Hugues Garnier

2010 American Control Conference, Jun 2010, Baltimore, United States. pp.3865-3870

Communication dans un congrès hal-00508682v1
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Identification de modèles LPV : application à la modélisation pluie/débit d'un bassin versant viticole

Vincent Laurain , Marion Gilson , Sylvain Payraudeau , Caroline Grégoire , Hugues Garnier

Sixième Conférence Internationale Francophone d'Automatique, CIFA 2010, Jun 2010, Nancy, France. pp.CDROM

Communication dans un congrès hal-00508678v1
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A new data-based modelling method for identifying parsimonious nonlinear rainfall/flow models

Vincent Laurain , Marion Gilson , Sylvain Payraudeau , Caroline Grégoire , Hugues Garnier

International Congress on Environmental Modelling and Software, IEMSS 2010, Jul 2010, Ottawa, Canada. pp.CDROM

Communication dans un congrès hal-00508680v1
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The CONTSID toolbox for Matlab: extensions and latest developments

Hugues Garnier , Marion Gilson , Vincent Laurain

15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. pp.CDROM

Communication dans un congrès hal-00406485v1
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Refined instrumental variable methods for identifying hammerstein models operating in closed loop

Vincent Laurain , Marion Gilson , Hugues Garnier

48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, Dec 2009, Shanghai, China. pp.314-320

Communication dans un congrès hal-00424135v1

Refined instrumental variable methods for identification of LPV output-error and Box-Jenkins models

Vincent Laurain , Marion Gilson , Hugues Garnier

8th ERNSI Workshop in System Identification (European Research Network System Identification), Sep 2009, Vorau, Austria

Communication dans un congrès hal-00424140v1
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Data-based mechanistic rainfall-runoff continuous-time modelling in urban context

Damien Kuss , Vincent Laurain , Hugues Garnier , Mathieu Zug , José Vasquez

15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. pp.CDROM

Communication dans un congrès hal-00406494v1

An IV-based method for non-linear continuous-time Hammerstein model identification. Application to rainfall-flow modelling

Vincent Laurain , Marion Gilson , Hugues Garnier , Peter J.W. Young

7th ERNSI Workshop in System Identification (European Research Network System Identification), Oct 2008, Sigtuna, Sweden

Communication dans un congrès hal-00343357v1
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Refined instrumental variable methods for identification of Hammerstein continuous-time Box--Jenkins models

Vincent Laurain , Marion Gilson , Hugues Garnier , Peter C. Young

47th IEEE Conference on Decision and Control, CDC'08, Dec 2008, Cancun, Mexico. pp.210-216

Communication dans un congrès hal-00334463v1

Refined instrumental variable methods for Hammerstein Box-Jenkins models

Vincent Laurain , Marion Gilson , Hugues Garnier

L. Wang, H. Garnier. System Identification, Environmetric Modelling and Control System Design, Springer Verlag, pp.27-46, 2012

Chapitre d'ouvrage hal-00603628v1

Identification of input-output LPV models

Vincent Laurain , Roland Toth , Marion Gilson , Hugues Garnier

Paulo Lopes dos Santos, Teresa Paula Azevedo Perdicoul, Carlo Novara. Linear parameter-varying system identification. New developments and trends, World scientific, pp.121-157, 2011, Advanced Series in Electrical and Computer Engineering

Chapitre d'ouvrage hal-00603649v1