Scopus
Estimating driving behavior by a smartphone
IEEE Intelligent Vehicles Symposium, Proceedings · Ağustos 2012
Makale Bilgileri
DergiIEEE Intelligent Vehicles Symposium, Proceedings
Yayın TarihiAğustos 2012
Scopus ID2-s2.0-84864998116
Özet
In this paper, we propose an approach to understand the driver behavior using smartphone sensors. The aim for analyzing the sensory data acquired using a smartphone is to design a car-independent system which does not need vehicle mounted sensors measuring turn rates, gas consumption or tire pressure. The sensory data utilized in this paper includes the accelerometer, gyroscope and the magnetometer. Using these sensors we obtain position, speed, acceleration, deceleration and deflection angle sensory information and estimate commuting safety by statistically analyzing driver behavior. In contrast to state of the art, this work uses no external sensors, resulting in a cost efficient, simplistic and user-friendly system. © 2012 IEEE.
Yazarlar (4)
1
H. Eren
2
S. Makinist
3
Erhan Akin
ORCID: 0000-0001-6476-9255
4
A. Yilmaz
Anahtar Kelimeler
accelerometer
Bayesian classification
Driver behavior
gyroscope
magnetometer
smart phone
unsafe driving
Kurumlar
Firat Üniversitesi
Elazig Turkey
iDaSuCo Research Inc.
Elazig Turkey
The Ohio State University
Columbus United States
Metrikler
260
Atıf
4
Yazar
7
Anahtar Kelime