Method of Drowsy State Detection for Driver Monitoring Function
Keywords:
Psychosomatic state, driver monitoring, onset of drowsiness, blinking duration, heart rate variability.Abstract
Driver’s psychosomatic state adaptive driving
support safety system is highly expected to reduce the number
of traffic accidents. Drowsiness is thought as crucial risk factor
which may result in severer traffic accidents. When a driver is
fallen in a drowsy state, it influence may appear in fluctuating
of heart beat and eye movement. Heart rate was acquired from
Electrocardiogram (ECG). Then heart rate variability (HRV)
was calculated from ECG waveform using the maximum
entropy method. CCD camera with infrared ray was introduced
to capture gaze direction and eyelid closure. This study took a
hypothesis that simultaneous measurement of both heart rate
variability (HRV) and blinking duration may be useful means
to detect onset of drowsiness in real time. The method to
estimate onset of drowsiness was proposed, which function may
be incorporated into driver’s psychosomatic state adoptive
driving support safety system for the reduction of traffic
accidents.
Downloads
Downloads
Published
Issue
Section
License
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.