3 papers
eess.SY2025
Strong nonlinear detectability and moving horizon estimation for nonlinear systems with unknown inputs
Yang Guo, Jaime A. Moreno, Stefan Streif
This paper considers state estimation for general nonlinear discrete-time systems subject to measurement noise and possibly unbounded unknown inputs. To approach this problem, we f…
eess.SY2025
MHE in Output Feedback Control of Uncertain Nonlinear Systems via IQCs
Yang Guo, Stefan Streif
We propose a moving horizon estimation (MHE) scheme for general nonlinear constrained systems with parametric or static nonlinear uncertainties and a predetermined state feedback c…
eess.SY2024
Modularized data-driven approximation of the Koopman operator and generator
Yang Guo, Manuel Schaller, Karl Worthmann +1
Extended Dynamic Mode Decomposition (EDMD) is a widely-used data-driven approach to learn an approximation of the Koopman operator. Consequently, it provides a powerful tool for da…