• DocumentCode
    893755
  • Title

    Vehicle Classification Based on the Radar Measurement of Height Profiles

  • Author

    Urazghildiiev, Ildar ; Ragnarsson, Rolf ; Ridderström, Pierre ; Rydberg, Anders ; Öjefors, Eric ; Wallin, Kjell ; Enochsson, Per ; Ericson, Magnus ; Löfqvist, Göran

  • Author_Institution
    Lab. of Ornithology, Cornell Univ., Ithaca, NY
  • Volume
    8
  • Issue
    2
  • fYear
    2007
  • fDate
    6/1/2007 12:00:00 AM
  • Firstpage
    245
  • Lastpage
    253
  • Abstract
    The problem of classifying road vehicles according to vehicle type is considered. The proposed solution is based on using vehicle height and length and height profiles obtained by a microwave (MW) radar sensor. We show that if the radar sensor satisfies certain requirements, then a precise feature vector can be extracted, and simple deterministic algorithms can be applied to determine the vehicle class. Field trials using a spread-spectrum MW radar sensor system operating on these principles have been carried out. They confirm that accurate classification of a large number of vehicle classes can be reached
  • Keywords
    deterministic algorithms; microwave detectors; pattern classification; radar altimetry; road vehicles; spread spectrum radar; traffic engineering computing; deterministic algorithms; height profiles; microwave radar sensor; radar measurement; road vehicle classification; spread-spectrum radar sensor; Data mining; Doppler radar; Infrared sensors; Magnetic sensors; Microwave sensors; Radar measurements; Road transportation; Road vehicles; Shape; Spread spectrum radar; Classification; feature extraction; height profile; road vehicles; spread-spectrum radar;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2006.890071
  • Filename
    4220668