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.
Type de document :
Communication dans un congrès
Luis M. Camarinha-Matos; Mafalda Parreira-Rocha; Javaneh Ramezani. 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), May 2017, Costa de Caparica, Portugal. Springer International Publishing, IFIP Advances in Information and Communication Technology, AICT-499, pp.103-110, 2017, Technological Innovation for Smart Systems. 〈10.1007/978-3-319-56077-9_9〉
Liste complète des métadonnées

Littérature citée [10 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01629584
Contributeur : Hal Ifip <>
Soumis le : lundi 6 novembre 2017 - 15:29:40
Dernière modification le : lundi 6 novembre 2017 - 15:32:11

Fichier

 Accès restreint
Fichier visible le : 2020-01-01

Connectez-vous pour demander l'accès au fichier

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Rui Vilaça, Rui Araújo. A System for Driver Analysis Using Smartphone as Smart Sensor. Luis M. Camarinha-Matos; Mafalda Parreira-Rocha; Javaneh Ramezani. 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), May 2017, Costa de Caparica, Portugal. Springer International Publishing, IFIP Advances in Information and Communication Technology, AICT-499, pp.103-110, 2017, Technological Innovation for Smart Systems. 〈10.1007/978-3-319-56077-9_9〉. 〈hal-01629584〉

Partager

Métriques

Consultations de la notice

75