• DocumentCode
    2532804
  • Title

    Pedestrian classification in automotive radar systems

  • Author

    Heuel, Steffen ; Rohling, Hermann

  • Author_Institution
    Dept. of Telecommun., Hamburg Univ. of Technol., Hamburg, Germany
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    39
  • Lastpage
    44
  • Abstract
    Urban traffic is dangerous for all car drivers and especially for pedestrians. There are about 5000 fatalities on German streets every year, which is absolutely too much. Human beings have strong limitations in the ability to measure precisely the distance and the speed difference between cars, which is the reason for several accidents. Therefore, the European Union has called all car manufactureres to intensify their research activities in protecting vulnerable road users. An automotive radar sensor measures the target range and radial velocity very accurately and with high resolution even in multiple target situations and there is tremendous progress in 24 GHz radar sensor development. The objective of this paper is to protect vulnerable road users by a target recognition scheme in any urban scenario. One main objective is the difference between lateral moving vehicles and pedestrians in terms of feature extraction and classification. Therefore, a pedestrian detection procedure is additionally integrated into the 24 GHz automotive radar sensor.
  • Keywords
    distance measurement; feature extraction; image classification; radar target recognition; road vehicle radar; velocity measurement; automotive radar systems; car drivers; distance measurement; feature extraction; frequency 24 GHz; lateral moving vehicles; pedestrian classification; pedestrian detection; radar sensor development; radial velocity measurement; speed difference; target range; target recognition scheme; urban traffic; vulnerable road users; Doppler effect; Doppler radar; Equations; Radar measurements; Vehicles; Velocity measurement; 24 GHz; Automotive; Doppler Spectrum; Lateral Velocity; Pedestrian; Radar; Range Profile; Recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Symposium (IRS), 2012 13th International
  • Conference_Location
    Warsaw
  • ISSN
    2155-5754
  • Print_ISBN
    978-1-4577-1838-0
  • Type

    conf

  • DOI
    10.1109/IRS.2012.6233285
  • Filename
    6233285