Driver Behavior Profiling using Smartphones

Castignani, German; Frank, Raphaël; Engel, Thomas

Reference : Driver Behavior Profiling using Smartphones


	Document type :	Scientific congresses, symposiums and conference proceedings : Paper published in a book
	Discipline(s) :	Engineering, computing & technology : Computer science
	To cite this reference:	http://hdl.handle.net/10993/9983

Title :	Driver Behavior Profiling using Smartphones
Language :	English
Author, co-author :	Castignani, German [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
	Frank, Raphaël [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
	Engel, Thomas [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
Publication date :	Oct-2013
Main document title :	Driver Behavior Profiling using Smartphones
Peer reviewed :	Yes
On invitation :	No
Audience :	International
Event name :	16th International IEEE Conference on Intelligent Transportation Systems
Event date :	06-10-2013 to 09-10-2013
Event organizer :	IEEE
Event place (city) :	The Hague
Event country :	The Netherlands
Keywords :	[en] Mobile Sensing ; Driver Profiling ; Fuzzy Systems
Abstract :	[en] The proliferation of smartphones and mobile devices embedding different types of sensors sets up a prodigious and distributed sensing platform. In particular, in the last years there has been an increasing necessity to monitor drivers to identify bad driving habits in order to optimize fuel consumption, to reduce CO2 emissions or, indeed, to design new reliable and fair pricing schemes for the insurance market. In this paper, we analyze the driver sensing capacity of smartphones. We propose a mobile tool that makes use of the most common sensors embedded in current smartphones and implement a Fuzzy Inference System that scores the overall driving behavior by combining different fuzzy sensing data.
Permalink :	http://hdl.handle.net/10993/9983

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