Systematic Modeling Approach for Environmental Perception Limitations in Automated Driving

2021 17th European Dependable Computing Conference (EDCC)(2021)

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摘要
Highly automated driving (HAD) vehicles are complex systems operating in an open context. Complexity of these systems as well as limitations and insufficiencies in sensing and understanding the open context may result in unsafe and uncertain behavior. The safety critical nature of the HAD vehicles demands to model limitations, insufficiencies and triggering conditions to argue safe behavior. Stand...
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关键词
SOTIF,autonomous vehicle safety,safety of the intended functionality,Bayesian networks,parameter learning
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