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