4 papers
Linear Stochastic Systems with i.i.d. uncertainties: Exact Covariance Characterization, Stability Analysis and State-feedback Design
Kaouther Moussa, Dimitri Peaucelle, Yohei Hosoe +1
This paper studies linear discrete-time systems affected by independent and identically distributed (i.i.d.) multiplicative uncertainties and additive noise. It establishes the mai…
Covariance Stabilization for a class of Stochastic Discrete-time Linear Systems using the S-Variable Approach
Kaouther Moussa, Dimitri Peaucelle
This paper deals with the problem of covariance stabilization for a class of linear stochastic discrete-time systems in the Stochastic Model Predictive Control (SMPC) framework. Th…
Covariance Propagation and Stabilization for Tube-Based Stochastic MPC under Parametric and Additive Uncertainties
Kaouther Moussa, Mirko Fiacchini
This work addresses an SMPC-oriented characterization of the error covariance dynamics for linear discrete-time systems subject to both additive and parametric stochastic uncertain…
How is remifentanil dosed without dedicated indicator?
Bob Aubouin-Pairault, Mazen Alamir, Benjamin Meyer +2
This study investigates the paradigm of intraoperative analgesic dosage using a data-driven approach based on retrospective clinical data. Remifentanil, an analgesic widely used du…