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Kernel-based identification with frequency domain side-information

  • Published:2023-04 Issue: Volume:150 Page:110813
  • ISSN:0005-1098
  • Container-title:Automatica
  • language:en
  • Short-container-title:Automatica

Author:

Khosravi Mohammad,Smith Roy S.

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference66 articles.

1. Subspace identification method incorporated with a priori information characterized in frequency domain;Abe,2016

2. Learning dynamical systems with side information (short version);Ahmadi;Proceedings of Machine Learning Research,2020

3. Improved subspace identification with prior information using constrained least squares;Alenany;IET Control Theory & Applications,2011

4. Approximation of large-scale dynamical systems;Antoulas,2005

5. Theory of reproducing kernels;Aronszajn;Transactions of the American Mathematical Society,1950

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2. Learning Stable Evolutionary PDE Dynamics: A Scalable System Identification Approach;2024 IEEE Conference on Control Technology and Applications (CCTA);2024-08-21

3. Sparse Identification of Nonlinear Dynamics with Side Information (SINDy-SI);2024 American Control Conference (ACC);2024-07-10

4. Kernel-Based Impulse Response Identification With Side-Information on Steady-State Gain;IEEE Transactions on Automatic Control;2023-10

5. Learning Dissipative Neural Dynamical Systems;IEEE Control Systems Letters;2023
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