Roland Toth
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Modeling and identification of linear parameter-varying systems
R Tóth
Springer, 2010
5022010
Refined instrumental variable methods for identification of LPV Box–Jenkins models
V Laurain, M Gilson, R Tóth, H Garnier
Automatica 46 (6), 959-967, 2010
1612010
Discrete time LPV I/O and state space representations, differences of behavior and pitfalls of interpolation
R Tóth, F Felici, PSC Heuberger, PMJ Van den Hof
2007 European Control Conference (ECC), 5418-5425, 2007
1242007
On the state-space realization of LPV input-output models: Practical approaches
R Tóth, HS Abbas, H Werner
IEEE transactions on control systems technology 20 (1), 139-153, 2011
1092011
Asymptotically optimal orthonormal basis functions for LPV system identification
R Tóth, PSC Heuberger, PMJ Van den Hof
Automatica 45 (6), 1359-1370, 2009
1082009
Modeling and Identification of Linear Parameter-Varying Systems-an orthonormal basis function approach
R Tóth
PhD thesis, Technische Universiteit Delft, 2008
972008
A review on data-driven linear parameter-varying modeling approaches: A high-purity distillation column case study
AA Bachnas, R Tóth, JHA Ludlage, A Mesbah
Journal of Process Control 24 (4), 272-285, 2014
812014
Discretisation of linear parameter-varying state-space representations
R Toth, PSC Heuberger, PMJ Van den Hof
IET control theory & applications 4 (10), 2082-2096, 2010
692010
Model structure learning: A support vector machine approach for LPV linear-regression models
R Tóth, V Laurain, WX Zheng, K Poolla
2011 50th IEEE Conference on Decision and Control and European Control …, 2011
552011
The behavioral approach to linear parameter-varying systems
R Tóth, JC Willems, PSC Heuberger, PMJ Van den Hof
IEEE Transactions on Automatic Control 56 (11), 2499-2514, 2011
552011
Instrumental variable scheme for closed-loop LPV model identification
R Toth, V Laurain, M Gilson, H Garnier
Automatica 48 (9), 2314-2320, 2012
512012
Compressive system identification of LTI and LTV ARX models
BM Sanandaji, TL Vincent, MB Wakin, R Tóth, K Poolla
2011 50th IEEE Conference on Decision and Control and European Control …, 2011
512011
Compressive system identification in the linear time-invariant framework
R Tóth, BM Sanandaji, K Poolla, TL Vincent
2011 50th IEEE Conference on Decision and Control and European Control …, 2011
452011
Direct learning of LPV controllers from data
S Formentin, D Piga, R Tóth, SM Savaresi
Automatica 65, 98-110, 2016
432016
On the discretization of linear fractional representations of LPV systems
R Tóth, M Lovera, PSC Heuberger, M Corno, PMJ Van den Hof
IEEE Transactions on Control Systems Technology 20 (6), 1473-1489, 2011
432011
An instrumental least squares support vector machine for nonlinear system identification
V Laurain, R Tóth, D Piga, WX Zheng
Automatica 54, 340-347, 2015
392015
Direct identification of continuous-time linear parameter-varying input/output models
V Laurain, R Toth, M Gilson, H Garnier
IET Control Theory & Applications 5 (7), 878-888, 2011
362011
LPV system identification under noise corrupted scheduling and output signal observations
D Piga, P Cox, R Toth, V Laurain
Automatica 53, 329-338, 2015
352015
Sparse estimation of polynomial and rational dynamical models
CR Rojas, R Tóth, H Hjalmarsson
IEEE Transactions on Automatic Control 59 (11), 2962-2977, 2014
352014
Order and structural dependence selection of LPV-ARX models using a nonnegative garrote approach
R Tóth, C Lyzell, M Enqvist, PSC Heuberger, PMJ Van den Hof
Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held …, 2009
342009
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