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.
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Submitted on : Monday, November 6, 2017 - 3:29:40 PM
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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⟩



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