Determining Car Driver Interaction Intent through Analysis of Behavior Patterns

  • Madalina-Ioana Toma
  • Dragos Datcu
Conference paper

DOI: 10.1007/978-3-642-28255-3_13

Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 372)
Cite this paper as:
Toma MI., Datcu D. (2012) Determining Car Driver Interaction Intent through Analysis of Behavior Patterns. In: Camarinha-Matos L.M., Shahamatnia E., Nunes G. (eds) Technological Innovation for Value Creation. DoCEIS 2012. IFIP Advances in Information and Communication Technology, vol 372. Springer, Berlin, Heidelberg

Abstract

The aim of the article is to present preliminary results obtained by analysis of the behavior patterns of various driver subjects, in the context of an intelligent assistive driving system. We determined the parameters which are involved in determining the car driver’s interaction intent, and extracted features of interest from various measured parameters of the driver, car, and the environment. We discuss how threshold values can be obtained for the extracted features that can be part of rules to decide on specific interaction intents. The results obtained in this paper will be incorporated in a knowledge base to define the rules of an rule-based expert system that will predict in real-time the driver’s interaction intent, in order to enhance the safe driving experience.

Keywords

natural interaction intention intent virtual environments features extraction 
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Copyright information

© IFIP International Federation for Information Processing 2012

Authors and Affiliations

  • Madalina-Ioana Toma
    • 1
  • Dragos Datcu
    • 2
  1. 1.Product Design and Robotics DepartmentTransilvania University of BrasovRomania
  2. 2.Faculty of Military SciencesNetherlands Defence AcademyThe Netherlands

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