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
Link To Document :
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