Drowsiness Detection System Using Heartbeat Rate in Android-based Handheld Devices

被引:5
作者
Ke, Kai-Wei [1 ]
Zulman, Muhammad R. [1 ]
Wu, Ho-Ting [1 ]
Huang, Yu-Fu [1 ]
Thiagarajan, Jayasakthi [2 ]
机构
[1] Natl Taipei Univ Technol, Dept CSIE, Taipei, Taiwan
[2] Enterprise Holdings Inc, St Louis, MO USA
来源
PROCEEDINGS 2016 FIRST INTERNATIONAL CONFERENCE ON MULTIMEDIA AND IMAGE PROCESSING (ICMIP 2016) | 2016年
关键词
drowsiness detection; heartbeat rate; power ratio; android; HR sensor;
D O I
10.1109/ICMIP.2016.23
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Driving is a common activity in every person's daily life which is important to make sure it is safe and secure. Although many rules have been implemented to manage the traffic, accident such as collision are still happened. One of contributed factor to this is drowsy driving. We developed a drowsiness detection system using the information of ECG signal to minimalize the risk of the accident. ECG signal acquired from a sensor, which then transferred via Bluetooth to android device to calculated power ratio by applying hamming window and FFT technique. As the ratio decreasing, the system will activate the alarm which indicate the driver is drowsy.
引用
收藏
页码:99 / 103
页数:5
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