2 papers
math.OC2025
A Note on Optimal Distributed State Estimation for Linear Time-Varying Systems
Irene Perez-Salesa, Rodrigo Aldana-Lopez, Carlos Sagues
In this technical note, we prove that the ODEFTC algorithm constitutes the first optimal distributed state estimator for continuous-time linear time-varying systems subject to stoc…
eess.SY2024
NN-ETM: Enabling safe neural network-based event-triggering mechanisms for consensus problems
Irene Perez-Salesa, Rodrigo Aldana-Lopez, Carlos Sagues
Event-triggering mechanisms (ETM) have been developed for consensus problems to reduce communication while ensuring performance guarantees, but their design has grown increasingly…