Urban traffic congestion control: a DeePC change

A Rimoldi, C Cenedese, A Padoan… - 2024 European …, 2024 - ieeexplore.ieee.org
Urban traffic congestion remains a pressing chal-lenge in our rapidly expanding cities,
despite the abundance of available data and the efforts of policymakers. By leveraging …

The behavioral approach for LPV data-driven representations

C Verhoek, I Markovsky, S Haesaert, R Tóth - arxiv preprint arxiv …, 2024 - arxiv.org
In this paper, we present data-driven representations of linear parameter-varying (LPV)
systems that can be used for direct data-driven analysis and control of LPV systems …

Robust Adaptive Data-Driven Control of Positive Systems with Application to Learning in SSP Problems

F Bencherki, A Rantzer - arxiv preprint arxiv:2412.17012, 2024 - arxiv.org
An adaptive data-driven controller is proposed and analysed for the class of infinite-horizon
optimal control of positive linear system problems presented in (\cite {ohlin2024optimal}) …

The most powerful unfalsified linear parameter-varying model with shifted-affine scheduling dependence

I Markovsky, C Verhoek, R Tóth - Available at SSRN 4825102, 2024 - papers.ssrn.com
The paper considers exact identification of linear parameter-varying (LPV) systems from the
behavioral perspective. In the case of linear time-invariant (LTI) systems, the notion of the …

Split-as-a-Pro: behavioral control via operator splitting methods

Y Tang - 2024 - research-collection.ethz.ch
This report introduces Split-as-a-Pro, a new control framework that combines behavioral
systems theory, operator splitting methods, and alternating projection algorithms. The …

Stability: a search for structure

W Jongeneel - 2024 - infoscience.epfl.ch
Stability: a search for structure Page 1 Acceptée sur proposition du jury pour l’obtention du
grade de Docteur ès Sciences par Stability: a search for structure Wouter JONGENEEL …