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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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Detalles Bibliográficos
Autores principales: Yang, Ching-Han, Chang, Chin-Chun, Liang, Deron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948624/
https://www.ncbi.nlm.nih.gov/pubmed/29597285
http://dx.doi.org/10.3390/s18041007