Towards a Completeness Argumentation for Scenario Concepts

April 02, 2024 Β· Declared Dead Β· πŸ› 2024 IEEE Intelligent Vehicles Symposium (IV)

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Authors Christoph Glasmacher, Hendrik Weber, Lutz Eckstein arXiv ID 2404.01934 Category cs.SE: Software Engineering Citations 3 Venue 2024 IEEE Intelligent Vehicles Symposium (IV) Last Checked 4 months ago
Abstract
Scenario-based testing has become a promising approach to overcome the complexity of real-world traffic for safety assurance of automated vehicles. Within scenario-based testing, a system under test is confronted with a set of predefined scenarios. This set shall ensure more efficient testing of an automated vehicle operating in an open context compared to real-world testing. However, the question arises if a scenario catalog can cover the open context sufficiently to allow an argumentation for sufficiently safe driving functions and how this can be proven. Within this paper, a methodology is proposed to argue a sufficient completeness of a scenario concept using a goal structured notation. Thereby, the distinction between completeness and coverage is discussed. For both, methods are proposed for a streamlined argumentation and regarding evidence. These methods are applied to a scenario concept and the inD dataset to prove the usability.
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