Decomposition and Quantification of SOTIF Requirements for Perception Systems of Autonomous Vehicles

Overview

The paper decomposes system-level acceptance criteria into quantitative perception requirements. Collision-severity models, Bayesian reasoning and Shapley-based allocation address state uncertainty, existence uncertainty and component-level contributions to SOTIF risk.