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

^*Corresponding author for this work

Graz University of Technology (90000)

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

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.

Original language	English
Title of host publication	Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings
Editors	Alastair Walker, Rory V. O’Connor, Richard Messnarz
Publisher	Springer-Verlag Italia
Pages	415-426
Number of pages	12
ISBN (Print)	9783030280048
DOIs	https://doi.org/10.1007/978-3-030-28005-5_32
Publication status	Published - 1 Jan 2019
Event	26th European Conference on Systems, Software and Services Process Improvement: EuroSPI 2019 - Edinburgh, United Kingdom Duration: 18 Sept 2019 → 20 Sept 2019

Publication series

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

Conference

Conference	26th European Conference on Systems, Software and Services Process Improvement
Country/Territory	United Kingdom
City	Edinburgh
Period	18/09/19 → 20/09/19

Keywords

Autonomous driving
Connectivity
Dependability
Digital Twin
Internet of Things
IoT
Safety
Security
Trustworthy

ASJC Scopus subject areas

Computer Science(all)
Mathematics(all)

Access to Document

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

Cite this

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 (Eds.), Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings (pp. 415-426). (Communications in Computer and Information Science; Vol. 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. ed. / Alastair Walker; Rory V. O’Connor; Richard Messnarz. Springer-Verlag Italia, 2019. p. 415-426 (Communications in Computer and Information Science; Vol. 1060).

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

Veledar, O, Damjanovic-Behrendt, V & Macher, G 2019, Digital Twins for Dependability Improvement of Autonomous Driving. in A Walker, RV O’Connor & R Messnarz (eds), Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings. Communications in Computer and Information Science, vol. 1060, Springer-Verlag Italia, pp. 415-426, 26th European Conference on Systems, Software and Services Process Improvement, Edinburgh, United Kingdom, 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, editors, Systems, Software and Services Process Improvement - 26th European Conference, EuroSPI 2019, Proceedings. Springer-Verlag Italia. 2019. p. 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. editor / Alastair Walker ; Rory V. O’Connor ; Richard Messnarz. Springer-Verlag Italia, 2019. pp. 415-426 (Communications in Computer and Information Science).

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Digital Twins for Dependability Improvement of Autonomous Driving

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Industrial Informatics

IoT4CPS - Trustworthy IoT for Cyber-Physical-Systems

Cite this

Digital Twins for Dependability Improvement of Autonomous Driving

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Projects

Industrial Informatics

IoT4CPS - Trustworthy IoT for Cyber-Physical-Systems

Cite this