Items where Author is "Tóth, Roland"

2016

Formentin, Simone and Piga, Dario and Tóth, Roland and Savaresi, Sergio M. Direct learning ofLPVcontrollers from data. Automatica, 65. pp. 98-110. ISSN 0005-1098 (2016)

2015

Laurain, Vincent and Tóth, Roland and Piga, Dario and Zheng, Wei Xing An Instrumental Least Squares Support Vector Machine for Nonlinear System Identification. Automatica, 54. pp. 340-347. ISSN 0005-1098 (2015)

Piga, Dario and Cox, Pepijn and Tóth, Roland and Laurain, Vincent LPV system identification under noise corrupted scheduling and output signal observations. Automatica, 53. pp. 329-338. ISSN 0005-1098 (2015)

2014

Duijkers, René and Tóth, Roland and Piga, Dario and Laurain, Vincent Shrinking complexity of scheduling dependencies in LS-SVM based LPV system identification(I). In: 53rd IEEE Conference on Decision and Control, 15-17 December 2014, Los Angeles (USA) (Unpublished) (2014)

Piga, Dario and Tóth, Roland A bias-corrected estimator for nonlinear systems with output-error type model structures. Automatica, 50 (9). 2373 - 2380. ISSN 0005-1098 (2014)

Lataire, John and Piga, Dario and Tóth, Roland Frequency-Domain Least-Squares Support Vector Machines to deal with correlated errors when identifying linear time-varying systems. In: Proceedings of the 19th IFAC World Congress. IFAC, pp. 10024-10029. (2014)

2013

Formentin, Simone and Piga, Dario and Tóth, Roland and Savaresi, Sergio M. Direct data-driven control of linear parameter-varying systems. In: Proceedings of the 52nd Annual Conference on Decision and Control (CDC), 2013. IEEE, pp. 4110-4115. ISBN 978-1-4673-5714-2 (2013)

Piga, Dario and Tóth, Roland LPV model order selection in an LS-SVM setting. In: Proceedings of the 52nd Annual Conference on Decision and Control (CDC), 2013. IEEE, pp. 4128-4133. ISBN 978-1-4673-5714-2 (2013)

Piga, Dario and Tóth, Roland An SDP approach for l0-minimization: application to ARX model segmentation. Automatica, 49 (12). 3646 - 3653. ISSN 0005-1098 (2013)

Tóth, Roland and Laurain, Vincent and Piga, Dario An instrumental Least Squares Support Vector Machine for system identification. In: Worshop on Machine Learning for System Identification, 20-21 June 2013, Atlanta, USA (Unpublished) (2013)

Piga, Dario and Tóth, Roland Data-driven LPV modeling of continuous pulp digesters. Technical Report #002/2013 University of Technology, Eindhoven (Unpublished)

Laurain, Vincent and Tóth, Roland and Piga, Dario An instrumental Least Squares Support Vector Machine for nonlinear system identification: enforcing zero-centering constraints. Technical Report #001/2013 University of Technology, Eindhoven , The Netherlands. (Unpublished)

2012

Cerone, Vito and Piga, Dario and Regruto, Diego and Tóth, Roland Fixed order LPV controller design for LPV models in input-output form. In: Proceedings of the 51st Annual Conference on Decision and Control (CDC). IEEE, pp. 6297-6302. ISBN 978-1-4673-2064-1 (2012)

Lataire, John and Piga, Dario and Tóth, Roland Dealing with correlated errors in Least-Squares Support Vector Machine Estimators. In: ERNSI Workshop 2012, European Research Network on System Identification, September 23 – 25, 2012, Maastricht, The Netherlands (Unpublished) (2012)

Piga, Dario and Tóth, Roland Segmentation of ARX systems through SDP-relaxation techniques. In: ERNSI Workshop 2012, European Research Network on System Identification, September 23 – 25, 2012, Maastricht, The Netherlands (Unpublished) (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego and Tóth, Roland Input-Output LPV Model identification with guaranteed quadratic stability. In: 16th IFAC Symposium on System Identification. IFAC, pp. 1767-1772. ISBN 978-3-902823-06-9 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego and Tóth, Roland Minimal LPV state-space realization driven set-membership identification. In: Proceedings of American Control Conference (ACC), 2012. IEEE, pp. 3421-3426. ISBN 978-1-4577-1095-7 (2012)