Risk-Bounded Control with Kalman Filtering and Stochastic Barrier Functions

Shakiba Yaghoubi, Georgios Fainekos, Tomoya Yamaguchi +2

In this paper, we study Stochastic Control Barrier Functions (SCBFs) to enable the design of probabilistic safe real-time controllers in presence of uncertainties and based on nois…