Digital Twins for Dependability Improvement of Autonomous Driving

Omar Veledar; Violeta Damjanovic-Behrendt; Georg Macher

doi:10.1007/978-3-030-28005-5_32

Digital Twins for Dependability Improvement of Autonomous Driving

Omar Veledar^*, Violeta Damjanovic-Behrendt, Georg Macher

^*Korrespondierende/r Autor/-in für diese Arbeit

Technische Universität Graz (90000)

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Abstract

The evolution of IoT technology is opening new avenues for value creation in many domains. The automotive industry is impacted on by several additional trends. One of those is autonomous driving (AD), which needs to be propped up by integration of Internet of Things (IoT) and Cyber-Physical Systems (CPS) to improve user acceptance. Strong reliance of proposed solutions on communication and data management, as well as on a variety of complex and heterogeneous architectures and components exposes a range of vulnerabilities. The weaknesses are strongly correlated to dependability, which is crucial factor for success of AD. IoT4CPS, a flagship Austrian project, contributes to improvements in required dependability. It is developing guidelines, methods and tools for safe and secure integration of IoT into AD and corresponding smart production. The project addresses safety and security aspects of AD in a holistic manner. Some of the resulting considerations are described in this paper, alongside possible solutions based on virtualisation through usage of digital twins.

Originalsprache	englisch
Titel	Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings
Redakteure/-innen	Alastair Walker, Rory V. O’Connor, Richard Messnarz
Herausgeber (Verlag)	Springer-Verlag Italia
Seiten	415-426
Seitenumfang	12
ISBN (Print)	9783030280048
DOIs	https://doi.org/10.1007/978-3-030-28005-5_32
Publikationsstatus	Veröffentlicht - 1 Jan. 2019
Veranstaltung	26th European Conference on Systems, Software and Services Process Improvement: EuroSPI 2019 - Edinburgh, Großbritannien / Vereinigtes Königreich Dauer: 18 Sept. 2019 → 20 Sept. 2019

Publikationsreihe

Name	Communications in Computer and Information Science
Band	1060
ISSN (Print)	1865-0929
ISSN (elektronisch)	1865-0937

Konferenz

Konferenz	26th European Conference on Systems, Software and Services Process Improvement
Land/Gebiet	Großbritannien / Vereinigtes Königreich
Ort	Edinburgh
Zeitraum	18/09/19 → 20/09/19

ASJC Scopus subject areas

Allgemeine Computerwissenschaft
Allgemeine Mathematik

Zugriff auf Dokument

10.1007/978-3-030-28005-5_32

Andere Dateien und Links

http://www.scopus.com/inward/record.url?scp=85072985446&partnerID=8YFLogxK

1 Abgeschlossen
1 Laufend

Industrial Informatics
Macher, G., Dobaj, J., Krug, T., Blažević, R. & Veledar, O.
1/09/12 → …
Projekt: Arbeitsgebiet
IoT4CPS - Zuverlässiges Internet der Dinge für Cyber-Physische Systeme
Mangard, S. & Römer, K. U.
1/12/17 → 30/11/20
Projekt: Forschungsprojekt

Dieses zitieren

Veledar, O., Damjanovic-Behrendt, V., & Macher, G. (2019). Digital Twins for Dependability Improvement of Autonomous Driving. in A. Walker, R. V. O’Connor, & R. Messnarz (Hrsg.), Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings (S. 415-426). (Communications in Computer and Information Science; Band 1060). Springer-Verlag Italia. https://doi.org/10.1007/978-3-030-28005-5_32

Digital Twins for Dependability Improvement of Autonomous Driving. / Veledar, Omar; Damjanovic-Behrendt, Violeta; Macher, Georg.
Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings. Hrsg. / Alastair Walker; Rory V. O’Connor; Richard Messnarz. Springer-Verlag Italia, 2019. S. 415-426 (Communications in Computer and Information Science; Band 1060).

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Veledar, O, Damjanovic-Behrendt, V & Macher, G 2019, Digital Twins for Dependability Improvement of Autonomous Driving. in A Walker, RV O’Connor & R Messnarz (Hrsg.), Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings. Communications in Computer and Information Science, Bd. 1060, Springer-Verlag Italia, S. 415-426, 26th European Conference on Systems, Software and Services Process Improvement, Edinburgh, Großbritannien / Vereinigtes Königreich, 18/09/19. https://doi.org/10.1007/978-3-030-28005-5_32

Veledar O, Damjanovic-Behrendt V, Macher G. Digital Twins for Dependability Improvement of Autonomous Driving. in Walker A, O’Connor RV, Messnarz R, Hrsg., Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings. Springer-Verlag Italia. 2019. S. 415-426. (Communications in Computer and Information Science). doi: 10.1007/978-3-030-28005-5_32

Veledar, Omar ; Damjanovic-Behrendt, Violeta ; Macher, Georg. / Digital Twins for Dependability Improvement of Autonomous Driving. Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings. Hrsg. / Alastair Walker ; Rory V. O’Connor ; Richard Messnarz. Springer-Verlag Italia, 2019. S. 415-426 (Communications in Computer and Information Science).

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Digital Twins for Dependability Improvement of Autonomous Driving

Abstract

Publikationsreihe

Konferenz

ASJC Scopus subject areas

Zugriff auf Dokument

Andere Dateien und Links

Fingerprint

Projekte

Industrial Informatics

IoT4CPS - Zuverlässiges Internet der Dinge für Cyber-Physische Systeme

Dieses zitieren