28 citations · 55 across the 18 of their papers we have counts for
4 papers · 1 filter
Data-driven stability analysis of switched affine systems
Matteo Della Rossa, Zheming Wang, Lucas N. Egidio +1
We consider discrete-time switching systems composed of a finite family of affine sub-dynamics. First, we recall existing results and present further analysis on the stability prob…
Data-driven stability analysis of switched linear systems with Sum of Squares guarantees
Anne Rubbens, Zheming Wang, Raphaël M. Jungers
We present a new data-driven method to provide probabilistic stability guarantees for black-box switched linear systems. By sampling a finite number of observations of trajectories…
Data-driven control of switched linear systems with probabilistic stability guarantees
Zheming Wang, Guillaume O. Berger, Raphaël M. Jungers
This paper tackles state feedback control of switched linear systems under arbitrary switching. We propose a data-driven control framework that allows to compute a stabilizing stat…
Chance-constrained quasi-convex optimization with application to data-driven switched systems control
Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang
We study quasi-convex optimization problems, where only a subset of the constraints can be sampled, and yet one would like a probabilistic guarantee on the obtained solution with r…