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A new application for analyzing driving behavior and environment characterization in transportation systems based on a fuzzy logic approach
- 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.
- Subjects :
- Scheme (programming language)
050210 logistics & transportation
Settore ING-INF/03 - Telecomunicazioni
Computer science
Driving behavior
Smart device
05 social sciences
02 engineering and technology
OBD
Computer security
computer.software_genre
Industrial engineering
Fuzzy logic
020202 computer hardware & architecture
Unit (housing)
Vehicular networks
Dangerous driving
Order (exchange)
0502 economics and business
0202 electrical engineering, electronic engineering, information engineering
Vehicle control
computer
computer.programming_language
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Scopus-Elsevier
- Accession number :
- edsair.doi.dedup.....ed99ed89f9d1cd7fc1c85cac46eb653e