• DocumentCode
    1773652
  • Title

    A multi-reflection-point target model for classification of pedestrians by automotive radar

  • Author

    Schubert, Eugen ; Kunert, Martin ; Frischen, Andreas ; Menzel, Wolfgang

  • Author_Institution
    Adv. Eng. Sensor Syst., Robert Bosch GmbH, Leonberg, Germany
  • fYear
    2014
  • fDate
    8-10 Oct. 2014
  • Firstpage
    181
  • Lastpage
    184
  • Abstract
    Pedestrian Collision Mitigation Systems (PCMS) are in the market for a few years. Due to continuously evolving Euro NCAP regulations their presence will rapidly increase. Visual sensors, already capable of pedestrian classification, provide functional benefits because system responses can be better adapted to expected pedestrian´s behavior. Nevertheless their performance will suffer under adverse environmental conditions like darkness, fog, rain or backlight. Even in such situations the performance of radar sensors is not significantly deteriorated. Enabling classification capability for radar-based systems will increase road safety further and will lower PCMS´s overall costs. In this paper a multi-reflection-point pedestrian target model based on motion analysis is presented. Together with an appropriate sensor model, pedestrian radar signal responses can be provided for a wide range of relevant accident scenarios, without risk for the health of test persons. Besides determination of human classification features, the model provides identification of the limits in classical radar signal processing. Beyond these borderlines it offers the opportunity to evaluate parametric spectral analysis methods.
  • Keywords
    image classification; image motion analysis; image sensors; pedestrians; radar imaging; road safety; road vehicle radar; PCMS; automotive radar; human classification feature determination; motion analysis; multireflection-point pedestrian target model; parametric spectral analysis methods; pedestrian classification; pedestrian collision mitigation systems; pedestrian radar signal responses; radar sensors; radar signal processing; radar-based systems; road safety; sensor model; visual sensors; Accidents; Automotive engineering; Legged locomotion; Radar cross-sections; Solid modeling; automotive radar; radar signal processing; spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    European Radar Conference (EuRAD), 2014 11th
  • Conference_Location
    Rome
  • Type

    conf

  • DOI
    10.1109/EuRAD.2014.6991237
  • Filename
    6991237