Concept of an ontology for automated vehicle behavior in the context of human-centered research on automated driving styles

Johannes Ossig, Stephanie Cramer, Klaus Bengler

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

In the human-centered research on automated driving, it is common practice to describe the vehicle behavior by means of terms and definitions related to non-automated driving. However, some of these definitions are not suitable for this purpose. This paper presents an ontology for automated vehicle behavior which takes into account a large number of existing definitions and previous studies. This ontology is characterized by an applicability for various levels of automated driving and a clear conceptual distinction between characteristics of vehicle occupants, the automation system, and the conventional characteristics of a vehicle. In this context, the terms ‘driveability’, ‘driving behavior’, ‘driving experience’, and especially ‘driving style’, which are commonly associated with non-automated driving, play an important role. In order to clarify the relationships between these terms, the ontology is integrated into a driver-vehicle system. Finally, the ontology developed here is used to derive recommendations for the future design of automated driving styles and in general for further human-centered research on automated driving.

Original languageEnglish
Article number21
Pages (from-to)1-14
Number of pages14
JournalInformation (Switzerland)
Volume12
Issue number1
DOIs
StatePublished - Jan 2021

Keywords

  • Automated driving
  • Driving behavior
  • Driving style
  • Ontology
  • Review
  • Vehicle behavior

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