A new non-intrusive authentication method based on dynamics of driver's upper body joint angles

Ching Han Yang, Deron Liang, Chin Chun Chang, Chien Cheng Lin

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

Today, vehicles have been an essential part of our daily life. Existing vehicle security systems rely primarily on lock devices, alarm systems or fingerprints as forms of protection. A non-intrusive driver authentication mechanism could be incorporated into existing vehicle security system to offer a greater degree of multilevel protection. In this paper, we propose a novel non-intrusive authentication mechanism based on dynamics of driver's upper body joint angles. This new approach is based on the hypothesis that a driver has a specific habit to drive a vehicle; and such behavioral biometrics can be captured from the motion capture system. We design an authentication mechanism that adopted 40 new features transformed from the information of the driver's upper body joints. To validate this hypothesis, we have used iPi motion capture system to collect driver's behavioral biometrics. The experimental results show that the proposed approach has an equal error rate about 13%.

原文???core.languages.en_GB???
主出版物標題2015 12th Annual IEEE Consumer Communications and Networking Conference, CCNC 2015
發行者Institute of Electrical and Electronics Engineers Inc.
頁面341-346
頁數6
ISBN(電子)9781479963904
DOIs
出版狀態已出版 - 14 7月 2015
事件2015 12th Annual IEEE Consumer Communications and Networking Conference, CCNC 2015 - Las Vegas, United States
持續時間: 9 1月 201512 1月 2015

出版系列

名字2015 12th Annual IEEE Consumer Communications and Networking Conference, CCNC 2015

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???2015 12th Annual IEEE Consumer Communications and Networking Conference, CCNC 2015
國家/地區United States
城市Las Vegas
期間9/01/1512/01/15

指紋

深入研究「A new non-intrusive authentication method based on dynamics of driver's upper body joint angles」主題。共同形成了獨特的指紋。

引用此