A vehicle classification based on inductive loop detectors

J Gajda, R Sroka, M Stencel, A Wajda… - … 2001. Proceedings of …, 2001 - ieeexplore.ieee.org
The class of vehicle is one of more important parameters in the process of road traffic
measurement. Up to now, strip piezoelectric sensors and video systems have been used.
The use of very cheap inductive loop detectors for vehicle classification is also possible.
Such vehicle classification systems are based on magnetic profiles recorded from inductive
loops. The magnetic profile is sensitive to the loop dimensions. This paper presents a
discussion concerning the influence of loop length (in direction of vehicle movement) on …

A vehicle classification based on inductive loop detectors using artificial neural networks

HA Oliveira, FR Barbosa, OM Almeida… - 2010 9th IEEE/IAS …, 2010 - ieeexplore.ieee.org
… We will adopt the methodology of pattern recognition based on artificial neural networ s,
to improve the accuracy of classification based vehicle detectors with inductive loops. …
This article presents an algorithm for vehicle classification based on a neural networ mLP. It
was found that with simple information generated graphics with the magnetic profile of the
vehicle can perform the classification run. This approach showed excellent results. The use
of this technology and develop it in search of higher levels of success brings benefits in …
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