Skip to Main content Skip to Navigation
Conference papers

A System for Driver Analysis Using Smartphone as Smart Sensor

Abstract : This work is focused on the development of system able to keep tracking driver’s behavior without a black box device mounted inside the car. Firstly, we intend to explore the data from GPS (Global Positioning System), accelerometer, gyroscope and magnetometer for a full characterization of the vehicle dynamics. Secondly, we develop an event detector that determines and classifies distinct kind of maneuvers, like turns, lane change, U-turns, among others. Finally, we developed a simple aggressiveness classifier using fuzzy logic. Experiments have been conducted and the initial results of the system were found to be encouraging on the implementation of a non-intrusive system for driver analysis.
Document type :
Conference papers
Complete list of metadata

Cited literature [9 references]  Display  Hide  Download

https://hal.inria.fr/hal-01629584
Contributor : Hal Ifip <>
Submitted on : Monday, November 6, 2017 - 3:29:40 PM
Last modification on : Sunday, November 15, 2020 - 7:30:03 PM

File

448071_1_En_9_Chapter.pdf
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

Rui Vilaça, Rui Araújo. A System for Driver Analysis Using Smartphone as Smart Sensor. 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), May 2017, Costa de Caparica, Portugal. pp.103-110, ⟨10.1007/978-3-319-56077-9_9⟩. ⟨hal-01629584⟩

Share

Metrics

Record views

180

Files downloads

133