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.
Estimating driving behavior by a smartphone
2012 IEEE Intelligent Vehicles Symposium ; 234-239
2012-06-01
765210 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Estimating Driving Behavior by a Smartphone
British Library Conference Proceedings | 2012
|Detecting Aggressive Driving Behavior using Mobile Smartphone
Springer Verlag | 2018
|Smartphone sensing for understanding driving behavior: Current practice and challenges
DOAJ | 2021
|