Back to Search Start Over

Vehicle Classification Using the Discrete Fourier Transform with Traffic Inductive Sensors.

Authors :
Lamas-Seco JJ
Castro PM
Dapena A
Vazquez-Araujo FJ
Source :
Sensors (Basel, Switzerland) [Sensors (Basel)] 2015 Oct 26; Vol. 15 (10), pp. 27201-14. Date of Electronic Publication: 2015 Oct 26.
Publication Year :
2015

Abstract

Inductive Loop Detectors (ILDs) are the most commonly used sensors in traffic management systems. This paper shows that some spectral features extracted from the Fourier Transform (FT) of inductive signatures do not depend on the vehicle speed. Such a property is used to propose a novel method for vehicle classification based on only one signature acquired from a sensor single-loop, in contrast to standard methods using two sensor loops. Our proposal will be evaluated by means of real inductive signatures captured with our hardware prototype.

Details

Language :
English
ISSN :
1424-8220
Volume :
15
Issue :
10
Database :
MEDLINE
Journal :
Sensors (Basel, Switzerland)
Publication Type :
Academic Journal
Accession number :
26516855
Full Text :
https://doi.org/10.3390/s151027201