SOTIF Entropy: Online SOTIF Risk Quantification and Mitigation for Autonomous Driving

Overview

The proposed self-surveillance and adaptation system combines perception-algorithm risk with external collision risk through SOTIF entropy. A YOLOv5 monitoring example propagates risk to decision-making and is evaluated using hardware-in-the-loop scenarios.