Learning-Based Measurement-Robust Control Barrier Functions for Obstacle Avoidance under State Estimation Error

Nicholas Rober, Yixuan Jia, Jonathan P. How

Safety filters are an effective tool for enforcing constraints in safety-critical systems, but most existing methods assume perfect state information, which is rarely available in…