Roland Tóth

Best Publications

• Modeling and Identification of Linear Parameter-Varying Systems

  Unknown

  561
  Citations

• SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

  Unknown

  412
  Citations

• Refined instrumental variable methods for identification of LPV Box-Jenkins models

  Vincent Laurain;Marion Gilson;Roland Tóth;Hugues Garnier

  194
  Citations

• On the State-Space Realization of LPV Input-Output Models: Practical Approaches

  R. Toth;H. S. Abbas;H. Werner

  144
  Citations

• Discrete time LPV I/O and state space representations, differences of behavior and pitfalls of interpolation

  Roland Toth;Federico Felici;Peter S. C. Heuberger;Paul M. J. Van den Hof

  132
  Citations

• A review on data-driven linear parameter-varying modeling approaches: A high-purity distillation column case study

  A.A. Bachnas;R. Tóth;J.H.A. Ludlage;A. Mesbah

  130
  Citations

• Asymptotically optimal orthonormal basis functions for LPV system identification

  Roland Tóth;Peter S. C. Heuberger;Paul M. J. Van den Hof

  115
  Citations

• Direct learning of LPV controllers from data

  Simone Formentin;Dario Piga;Roland Tóth;Sergio M. Savaresi

  83
  Citations

• The Behavioral Approach to Linear Parameter-Varying Systems

  R. Toth;J. C. Willems;P. S. C. Heuberger;P. M. J. Van den Hof

  76
  Citations

• Instrumental variable scheme for closed-loop LPV model identification

  Roland TóTh;Vincent Laurain;Marion Gilson;Hugues Garnier

  67
  Citations

• Discretisation of linear parameter-varying state-space representations

  Unknown

  67
  Citations

• Model structure learning: A support vector machine approach for LPV linear-regression models

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

  65
  Citations

• Compressive System Identification of LTI and LTV ARX models

  Borhan M. Sanandaji;Tyrone L. Vincent;Michael B. Wakin;Roland Toth

  56
  Citations

• Linear parameter-varying subspace identification: A unified framework

  Unknown

  51
  Citations

• LPV system identification under noise corrupted scheduling and output signal observations

  Unknown

  51
  Citations

• Crucial Aspects of Zero-Order Hold LPV State-Space System Discretization ⋆

  Unknown

  47
  Citations

• Data-Driven Predictive Control for Linear Parameter-Varying Systems

  Unknown

  45
  Citations

• Compressive System Identification in the Linear Time-Invariant framework

  Roland Toth;Borhan M. Sanandaji;Kameshwar Poolla;Tyrone L. Vincent

  45
  Citations

• Sparse Estimation of Polynomial and Rational Dynamical Models

  Cristian R. Rojas;Roland Toth;Hakan Hjalmarsson

  40
  Citations

• State-space LPV model identification using kernelized machine learning

  Syed Zeeshan Rizvi;Javad Mohammadpour Velni;Farshid Abbasi;Roland Roland Tóth

  39
  Citations