Research papers · 2021.11.24

Discovery of Perception Performance Limiting Triggering Conditions in Automated Driving

Discovery of Perception Performance Limiting Triggering Conditions in Automated Driving

Overview

The method combines Bayesian networks with p-value hypothesis testing to identify scenes requiring further examination. Experts add newly identified triggering conditions to the model, demonstrated with real LiDAR data for iterative SOTIF analysis.

Version: arXiv v1 — manuscript revision

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