Kernel-Based Error Bounds of Bilinear Koopman Surrogate Models for Nonlinear Data-Driven Control

Robin Strässer, Manuel Schaller, Julian Berberich, Karl Worthmann, Frank Allgöwer

Open source

DOI
10.1109/lcsys.2025.3582630
Published
2025
Container
IEEE Control Systems Letters
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/lcsys.2025.3582630,
  title = {Kernel-Based Error Bounds of Bilinear Koopman Surrogate Models for Nonlinear Data-Driven Control},
  author = {Robin Strässer and Manuel Schaller and Julian Berberich and Karl Worthmann and Frank Allgöwer},
  year = {2025},
  journal = {IEEE Control Systems Letters},
  doi = {10.1109/lcsys.2025.3582630},
  url = {https://doi.org/10.1109/lcsys.2025.3582630}
}

RIS

TY  - JOUR
TI  - Kernel-Based Error Bounds of Bilinear Koopman Surrogate Models for Nonlinear Data-Driven Control
AU  - Robin Strässer
AU  - Manuel Schaller
AU  - Julian Berberich
AU  - Karl Worthmann
AU  - Frank Allgöwer
PY  - 2025
JO  - IEEE Control Systems Letters
DO  - 10.1109/lcsys.2025.3582630
UR  - https://doi.org/10.1109/lcsys.2025.3582630
ER  - 

APA

Strässer, R., Schaller, M., Berberich, J., Worthmann, K., & Allgöwer, F. (2025). Kernel-Based Error Bounds of Bilinear Koopman Surrogate Models for Nonlinear Data-Driven Control. IEEE Control Systems Letters. https://doi.org/10.1109/lcsys.2025.3582630

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