Transportation Modes Classification Using Sensors on Smartphones

Transportation Modes Classification Using Sensors on Smartphones

This paper investigates the transportation and vehicular modes classification by using big data from smartphone sensors. The three types of sensors used in this paper include the accelerometer, magnetometer, and gyroscope. This study proposes improved features and uses three machine learning algorit...

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Bibliographic Details
Main Authors: Shih-Hau Fang, Hao-Hsiang Liao, Yu-Xiang Fei, Kai-Hsiang Chen, Jen-Wei Huang, Yu-Ding Lu, Yu Tsao
Format: Article
Language:English
Published: MDPI AG 2016-08-01
Series:Sensors
Subjects:
transportation mode
big data
machine learning
sensor
smart phone
classification
Online Access:http://www.mdpi.com/1424-8220/16/8/1324

Internet

http://www.mdpi.com/1424-8220/16/8/1324

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