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
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