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Bibliographische Detailangaben
Hauptverfasser: Reimann, Jesse, Mansion, Nico, Haydon, James, Bray, Benjamin, Chattopadhyay, Agnishom, Sato, Sota, Waga, Masaki, André, Étienne, Hasuo, Ichiro, Ueda, Naoki, Yokoyama, Yosuke
Format: Preprint
Veröffentlicht: 2024
Schlagworte:
Online-Zugang:https://arxiv.org/abs/2403.18764
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Inhaltsangabe:
  • As the development of autonomous vehicles progresses, efficient safety assurance methods become increasingly necessary. Safety assurance methods such as monitoring and scenario-based testing call for formalisation of driving scenarios. In this paper, we develop a temporal-logic formalisation of an important class of critical scenarios in the ISO standard 34502. We use signal temporal logic (STL) as a logical formalism. Our formalisation has two main features: 1) modular composition of logical formulas for systematic and comprehensive formalisation (following the compositional methodology of ISO 34502); 2) use of the RSS distance for defining danger. We find our formalisation comes with few parameters to tune thanks to the RSS distance. We experimentally evaluated our formalisation; using its results, we discuss the validity of our formalisation and its stability with respect to the choice of some parameter values.