Vehicle Classification using the Discrete Fourier Transform with Traffic Inductive Sensors
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Vehicle Classification using the Discrete Fourier Transform with Traffic Inductive SensorsAuthor(s)
Date
2015Center/Dept./Entity
Facultade de Informática, Departamento de Electrónica e Sistemas, Grupo de Tecnoloxía Electrónica e Comunicacións (GTEC)Citation
Lamas-Seco, José J.; Castro-Castro, Paula-María; Dapena, Adriana; Vazquez-Araujo, Francisco J. (2015). "Vehicle Classification Using the Discrete Fourier Transform with Traffic Inductive Sensors", Sensors 15, no. 10, pp. 27201-27214.
Abstract
[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.
Keywords
Analytical methods
Data acquisition
Inductive loop detector
Intelligent transportation systems
Sensor applications
Sensor devices
Sensor modeling
Signal processing
Software for sensors
Traffic applications
Data acquisition
Inductive loop detector
Intelligent transportation systems
Sensor applications
Sensor devices
Sensor modeling
Signal processing
Software for sensors
Traffic applications
Editor version
Rights
Reconocimiento 3.0
ISSN
1424-8220
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