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

Peppino Fazio; Amilcare Francesco Santamaria; Floriano De Rango; Mauro Tropea; Abdon Serianni

doi:10.1117/12.2228432

13 May 2016 A new application for analyzing driving behaviour and environment characterization in transportation systems based on a fuzzy logic approach

Peppino Fazio, Amilcare Francesco Santamaria, Floriano De Rango, Mauro Tropea, Abdon Serianni

Author Affiliations +

Proceedings Volume 9837, Unmanned Systems Technology XVIII; 983707 (2016) https://doi.org/10.1117/12.2228432
Event: SPIE Defense + Security, 2016, Baltimore, MD, United States

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.

Citation Download Citation

Peppino Fazio, Amilcare Francesco Santamaria, Floriano De Rango, Mauro Tropea, and Abdon Serianni "A new application for analyzing driving behaviour and environment characterization in transportation systems based on a fuzzy logic approach", Proc. SPIE 9837, Unmanned Systems Technology XVIII, 983707 (13 May 2016); https://doi.org/10.1117/12.2228432

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