Vincent Laurain

Publications

Article dans une revue (7)

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
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
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
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

Communication dans un congrès (26)

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

Chapitre d'ouvrage (2)

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

Thèse (1)

Contributions à l'identification de modèles paramétriques non linéaires. Application à la modélisation de bassins versants ruraux. Vincent Laurain Automatique / Robotique. Université Henri Poincaré - Nancy I, 2010. Français. ⟨NNT : 2010NAN10066⟩ Thèse tel-01746382v2