2 papers
math.OC2026
A New Noise Model for Data-driven Control: Generalized Frobenius Norm Bounds
Huayuan Huang, M. Kanat Camlibel, Henk J. van Waarde
In this article, we introduce a new noise model for data-driven control. The model can be interpreted as a generalization of a Frobenius norm bound on the matrix of noise samples.…
math.OC2025
Feedback Stabilization of Polynomial Systems: From Model-based to Data-driven Methods
Huayuan Huang, M. Kanat Camlibel, Raffaella Carloni +1
In this study, we propose new global stabilization approaches for a class of polynomial systems in both model-based and data-driven settings. The existing model-based approach guar…