most citedSensitivity analysis of hybrid systems with state jumps with application to trajectory tracking

4 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing eess.SYShow all

2 papers · 1 filter

eess.SY2025

Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks

Farhad Ghanipoor, Carlos Murguia, Giancarlo Ferrari Trecate +1

Robust Recurrent Neural Networks (R-RENs) are a class of neural networks that have built-in system-theoretic robustness and incremental stability properties. In this manuscript, we…

eess.SY2025★ 2 cited

Data-Efficient Extremum-Seeking Control Using Kernel-Based Function Approximation

Wouter Weekers, Alessandro Saccon, Nathan van de Wouw

Existing extremum-seeking control (ESC) approaches typically rely on applying repeated perturbations to input parameters and performing measurements of the corresponding performanc…