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Proceedings Paper

A new application for analyzing driving behaviour and environment characterization in transportation systems based on a fuzzy logic approach
Author(s): Peppino Fazio; Amilcare Francesco Santamaria; Floriano De Rango; Mauro Tropea; Abdon Serianni
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Paper Abstract

In the last years the physical security in transportation systems is becoming a critical issue due to the high number of accidents and emergency situations. With the increasing availability of technological applications in vehicular environments researchers aimed at minimizing the probability of road accidents. In this paper, we propose a new platform able to discover dangerous driving behaviors. We based our application on the on-board diagnosis standard, able to provide all the needed information directly from the electronic vehicle control unit . We integrated the received data with a fuzzy logic approach, obtaining a description of the driver behavior. The overall system can take several initiatives (alarms, rpm corrections, etc.), in order to notify the driver bad behavior. The performance of the proposed scheme has been validated through a deep campaign of driving simulations.

Paper Details

Date Published: 13 May 2016
PDF: 13 pages
Proc. SPIE 9837, Unmanned Systems Technology XVIII, 983707 (13 May 2016); doi: 10.1117/12.2228432
Show Author Affiliations
Peppino Fazio, Univ. della Calabria (Italy)
Amilcare Francesco Santamaria, Univ. della Calabria (Italy)
Floriano De Rango, Univ. della Calabria (Italy)
Mauro Tropea, Univ. della Calabria (Italy)
Abdon Serianni, Univ. della Calabria (Italy)


Published in SPIE Proceedings Vol. 9837:
Unmanned Systems Technology XVIII
Robert E. Karlsen; Douglas W. Gage; Charles M. Shoemaker; Grant R. Gerhart, Editor(s)

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