• DocumentCode
    2818615
  • 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
  • fYear
    2010
  • fDate
    8-10 Nov. 2010
  • Firstpage
    1
  • Lastpage
    6
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/INDUSCON.2010.5740079
  • Filename
    5740079
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2818615