A Novel GMM-Based Behavioral Modeling Approach for Smartwatch-Based Driver Authentication

A Novel GMM-Based Behavioral Modeling Approach for Smartwatch-Based Driver Authentication

All drivers have their own distinct driving habits, and usually hold and operate the steering wheel differently in different driving scenarios. In this study, we proposed a novel Gaussian mixture model (GMM)-based method that can improve the traditional GMM in modeling driving behavior. This new met...

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Bibliographic Details
Main Authors: Ching-Han Yang, Chin-Chun Chang, Deron Liang
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Sensors
Subjects:
accelerometer sensor
driver authentication
Gaussian mixture models
orientation sensor
smartwatch
Online Access:http://www.mdpi.com/1424-8220/18/4/1007

Internet

http://www.mdpi.com/1424-8220/18/4/1007

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