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A System for Driver Analysis Using Smartphone as Smart Sensor

A System for Driver Analysis Using Smartphone as Smart Sensor

Authors :
Rui Daniel Vilaça
Rui Esteves Araujo
Universidade do Porto
Institute for Systems and Computer Engineering, Technology and Science [Porto] (INESC TEC)
Luis M. Camarinha-Matos
Mafalda Parreira-Rocha
Javaneh Ramezani
TC 5
WG 5.5
Source :
IFIP Advances in Information and Communication Technology, 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), 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⟩, IFIP Advances in Information and Communication Technology ISBN: 9783319560762, DoCEIS
Publication Year :
2017
Publisher :
HAL CCSD, 2017.

Abstract

Part 3: Systems Analysis; International audience; 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.

Details

Language :
English
ISBN :
978-3-319-56076-2
ISBNs :
9783319560762
Database :
OpenAIRE
Journal :
IFIP Advances in Information and Communication Technology, 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), 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⟩, IFIP Advances in Information and Communication Technology ISBN: 9783319560762, DoCEIS
Accession number :
edsair.doi.dedup.....5c4b771091fad85a39d44b237cb6bf31
Full Text :
https://doi.org/10.1007/978-3-319-56077-9_9⟩