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A new application for analyzing driving behavior and environment characterization in transportation systems based on a fuzzy logic approach

Authors :
Floriano De Rango
Amilcare Francesco Santamaria
Mauro Tropea
Abdon Serianni
Peppino Fazio
Source :
Scopus-Elsevier

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.

Details

Database :
OpenAIRE
Journal :
Scopus-Elsevier
Accession number :
edsair.doi.dedup.....ed99ed89f9d1cd7fc1c85cac46eb653e