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eess.SY2025
Data-Driven Adaptive Output Regulation of Unknown Linear Systems
Shangkun Liu, Lei Wang, Bowen Yi
This paper investigates the linear output regulation problem with both the exosystem and the plant fully unknown. A data-driven regulator is proposed to achieve asymptotic regulati…
eess.SY2025
Data-Driven Stabilization of Continuous-Time LTI Systems from Noisy Input-Output Data
Alessandro Bosso, Marco Borghesi, Andrea Iannelli +2
We present an approach to compute stabilizing controllers for continuous-time linear time-invariant systems directly from an input-output trajectory affected by process and measure…
eess.SY2025
Input-Output Data-Driven Stabilization of Continuous-Time Linear MIMO Systems
Haihui Gao, Alessandro Bosso, Lei Wang +2
In this paper, we address the problem of data-driven stabilization of continuous-time multi-input multi-output (MIMO) linear time-invariant systems using the input-output data coll…