Assessing Test Suite Quality for Scenario Classes in Automated Driving

Testing is an integral part of ensuring safety for automated driving systems. Moving away from distance-based approaches, scenario-based development has become the industry's state of the art. Therein, concrete test cases are generated from scenario classes that should cover the operational design domain. The number of scenario classes is finite, but each scenario class describes an infinite number of concrete test cases. For a given scenario class, test suite quality depends on the number of test cases and the value of these test cases. In this talk, we explore how test suite quality can be assessed appropriately.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-21
DOI
https://doi.org/10.5281/zenodo.15482028
Primary Topic
Genomics and Phylogenetic Studies
Type
article
Field-Weighted Citation Impact
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article

Assessing Test Suite Quality for Scenario Classes in Automated Driving

Zenodo (CERN European Organization for Nuclear Research)
Genomics and Phylogenetic Studies
article

Assessing Test Suite Quality for Scenario Classes in Automated Driving

article en

Abstract

Testing is an integral part of ensuring safety for automated driving systems. Moving away from distance-based approaches, scenario-based development has become the industry's state of the art. Therein, concrete test cases are generated from scenario classes that should cover the operational design domain. The number of scenario classes is finite, but each scenario class describes an infinite number of concrete test cases. For a given scenario class, test suite quality depends on the number of test cases and the value of these test cases. In this talk, we explore how test suite quality can be assessed appropriately.

Zenodo (CERN European Organization for Nuclear Research)
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 58%
Genomics and Phylogenetic Studies
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