Title :
A vehicle classification based on inductive loop detectors using artificial neural networks
Author :
Oliveira, Herivelton A. ; Barbosa, Fábio R. ; Almeida, Otacillo M. ; Braga, Arthur P S
Author_Institution :
Dept. de Eng. Eletr., Univ. Fed. do Ceara, Fortaleza, Brazil
Abstract :
This paper presents a classifier based on a net neural MLP (Multiple Layers Perceptron) using the algorithm of Levenberg-Marquardt to do the identification of the load of vehicles through the magnetic profile collected in equipment of control of traffic.
Keywords :
inductive sensors; multilayer perceptrons; neural nets; pattern classification; road traffic; traffic control; Levenberg-Marquardt algorithm; artificial neural networks; inductive loop detector; magnetic profile; multiple layers perceptron; traffic control; vehicle classification; vehicle load identification; Conferences; Industry applications;
Conference_Titel :
Industry Applications (INDUSCON), 2010 9th IEEE/IAS International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4244-8008-1
Electronic_ISBN :
978-1-4244-8009-8
DOI :
10.1109/INDUSCON.2010.5740079
