Applying CT-FLA for AEB Function Testing: A Virtual Driving Case Study

Ludwig Kampel; Michael Wagner; Dimitris E. Simos; Mihai Nica; Dino Dodig; David Kaufmann; Franz Wotawa

doi:10.1109/ICSTW58534.2023.00049

Applying CT-FLA for AEB Function Testing: A Virtual Driving Case Study

Ludwig Kampel, Michael Wagner, Dimitris E. Simos, Mihai Nica, Dino Dodig, David Kaufmann, Franz Wotawa

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Abstract

The advancements of automated and autonomous vehicles requires virtual verification and validation of automated driving functions, in order to provide necessary safety levels and to increase acceptance of such systems. The aim of our work is to investigate the feasibility of combinatorial testing fault localization (CT-FLA) in the domain of virtual driving function testing. We apply CT-FLA to screen parameter settings that lead to critical driving scenarios in a virtual verification and validation framework used for automated driving function testing. Our first results indicate that CT-FLA methods can help to identify parameter-value combinations leading to crash scenarios.

Original language	English
Title of host publication	Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2023
Publisher	IEEE
Pages	237-245
Number of pages	9
ISBN (Electronic)	9798350333350
DOIs	https://doi.org/10.1109/ICSTW58534.2023.00049
Publication status	Published - 2023
Event	16th IEEE International Conference on Software Testing, Verification and Validation Workshops: ICSTW 2023 - Dublin, Ireland Duration: 16 Apr 2023 → 20 Apr 2023

Conference

Conference	16th IEEE International Conference on Software Testing, Verification and Validation Workshops
Abbreviated title	ICSTW 2023
Country/Territory	Ireland
City	Dublin
Period	16/04/23 → 20/04/23

Keywords

AEB
autonomous driving
Combinatorial fault localization
Combinatorial testing
test scenario generation

ASJC Scopus subject areas

Software
Safety, Risk, Reliability and Quality
Modelling and Simulation

Access to Document

10.1109/ICSTW58534.2023.00049

Cite this

Applying CT-FLA for AEB Function Testing: A Virtual Driving Case Study. / Kampel, Ludwig; Wagner, Michael; Simos, Dimitris E. et al.
Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2023. IEEE, 2023. p. 237-245.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Kampel, L, Wagner, M, Simos, DE, Nica, M, Dodig, D, Kaufmann, D & Wotawa, F 2023, Applying CT-FLA for AEB Function Testing: A Virtual Driving Case Study. in Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2023. IEEE, pp. 237-245, 16th IEEE International Conference on Software Testing, Verification and Validation Workshops, Dublin, Ireland, 16/04/23. https://doi.org/10.1109/ICSTW58534.2023.00049

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Applying CT-FLA for AEB Function Testing: A Virtual Driving Case Study

Abstract

Conference

Keywords

ASJC Scopus subject areas

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