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Prediction-error identification of LPV systems: A nonparametric Gaussian regression approach

  • Published:2018-11 Issue: Volume:97 Page:92-103
  • ISSN:0005-1098
  • Container-title:Automatica
  • language:en
  • Short-container-title:Automatica

Author:

Darwish Mohamed Abdelmonim Hassan,Cox Pepijn Bastiaan,Proimadis Ioannis,Pillonetto Gianluigi,Tóth Roland

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference44 articles.

1. Theroy of reproducing kernels;Aronszajn;Transactions of the American Mathematical Society,1950

2. A review on data-driven linear parameter-varying modeling approaches: a high-purity distillation column case study;Bachnas;Journal of Process Control,2014

3. Identification of linear parameter varying models;Bamieh;International Journal of Robust and Nonlinear Control,2002

4. Bayes and empirical bayes methods for data analysis;Carlin,2000

5. On the estimation of transfer functions, regularizations and Gaussian processes–revisited;Chen;Automatica,2012

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