• English
  • Deutsch
  • Log In
    Password Login
    Research Outputs
    Fundings & Projects
    Researchers
    Institutes
    Statistics
Repository logo
Fraunhofer-Gesellschaft
  1. Home
  2. Fraunhofer-Gesellschaft
  3. Konferenzschrift
  4. CapSeat - Capacitive Proximity Sensing for Automotive Activity Recognition
 
  • Details
  • Full
Options
2015
Conference Paper
Title

CapSeat - Capacitive Proximity Sensing for Automotive Activity Recognition

Abstract
Inattentiveness is one of the major causes of traffic accidents. Advanced car safety systems try to mitigate this by detecting potential signs of distraction or tiredness, and providing alerts to the driver. In this paper we present CapSeat - a car seat equipped with integrated capacitive proximity sensors that are used to measure a wide range of physiological parameters about the driver. This can support safety systems by detecting inattentiveness and increase passive safety by facilitating suitable seat adjustments and posture detection. We present a sensor electrode layout suitable for detecting the necessary parameters and processing methods that acquire multiple physiological parameters from sensor data, using a variety of different algorithms. A prototype of the system is presented that was evaluated for all detectable parameters in a proof-of-concept study. We achieved a classification precision between 95% and 100%.
Author(s)
Braun, Andreas
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Frank, Sebastian
Hochschule Rhein-Main, Wiesbaden
Majewski, Martin
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Wang, Xiaofeng
Hochschule Rhein-Main, Wiesbaden
Mainwork
AutomotiveUI 2015, 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications. Proceedings  
Conference
International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) 2015  
DOI
10.1145/2799250.2799263
Language
English
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Keyword(s)
  • activity recognition

  • capacitive sensors

  • proximity sensing

  • safety concepts

  • classifications

  • Cookie settings
  • Imprint
  • Privacy policy
  • Api
  • Contact
© 2024