From Simulation Data to Test Cases for Fully Automated Driving and ADAS

Sippl C, Bock F, Wittmann D, Altinger H, German R (2016)

Publication Language: English

Publication Type: Conference contribution, Conference Contribution

Publication year: 2016

Publisher: Springer Verlag

Edited Volumes: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Series: Proceedings

City/Town: Graz, Österreich

Book Volume: 9976 LNCS

Pages Range: 191-206

Conference Proceedings Title: Testing Software and Systems: 28th IFIP WG 6.1 International Conference, ICTSS 2016, Proceedings, Oct. 17-19

Event location: Graz, Österreich AT

ISBN: 978-3-319-47443-4

DOI: 10.1007/978-3-319-47443-4_12

Abstract

Within this paper we present a new concept on deriving test cases from simulation data and outline challenging tasks when testing and validating fully automated driving functions and Advanced Driver Assistance Systems (ADAS). Open questions on topics like virtual simulation and identification of relevant situations for consistent testing of fully automated vehicles are given. Well known criticality metrics are assessed and discussed with regard to their potential to test fully automated vehicles and ADAS. Upon our knowledge most of them are not applicable to identity relevant traffic situations which are of importance for fully automated driving and ADAS. To overcome this limitation, we present a concept including filtering and rating of potentially relevant situations. Identified situations are described in a formal, abstract and human readable way. Finally, a situation catalogue is build up and linked to system requirements to derive test cases using a Domain Specific Language (DSL).

Authors with CRIS profile

Christoph Sippl Computer Science 7 (Computer Networks and Communication Systems) Florian Bock Computer Science 7 (Computer Networks and Communication Systems) Reinhard German Computer Science 7 (Computer Networks and Communication Systems)

Additional Organisation(s)

Computer Science 7 (Computer Networks and Communication Systems)

Involved external institutions

Audi AG DE Germany (DE)

How to cite

APA:

Sippl, C., Bock, F., Wittmann, D., Altinger, H., & German, R. (2016). From Simulation Data to Test Cases for Fully Automated Driving and ADAS. In Testing Software and Systems: 28th IFIP WG 6.1 International Conference, ICTSS 2016, Proceedings, Oct. 17-19 (pp. 191-206). Graz, Österreich, AT: Graz, Österreich: Springer Verlag.

MLA:

Sippl, Christoph, et al. "From Simulation Data to Test Cases for Fully Automated Driving and ADAS." Proceedings of the 28th IFIP WG 6.1 International Conference on Testing Software and Systems, ICTSS 2016, Graz, Österreich Graz, Österreich: Springer Verlag, 2016. 191-206.

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