Anund Anna, Kecklund Göran, Peters Björn, Forsman Asa, Lowden Arne, Akerstedt Torbjörn
Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Scand J Work Environ Health. 2008 Apr;34(2):142-50. doi: 10.5271/sjweh.1193. Epub 2008 Apr 29.
Studies of devices detecting sleepiness need reference points of physiological sleepiness. The present study sought to validate the Karolinska drowsiness score (KDS) as an indicator of physiological sleepiness against driving impairment and eye blink duration during a 45-minute drive in an advanced moving-base driving simulator.
Data from 19 persons were used in the analysis. Electrooculography, electroencephalography, and electromyography were administered continuously. Physiological sleepiness was quantified by scoring the percentage (0-100%) of the scoring epoch with alpha and theta activity and slow eye movements (KDS). Lateral position and speed were used as measures of driving behavior. Lane departure was defined as two wheels touching the lane markers. Blink duration was used as a secondary indicator of sleepiness.
The results showed that, for young drivers, sleepiness increased with time in the task with higher levels. The variability of the lateral position and the mean and variability of the blink duration significantly changed when sleepiness increased to KDS > or =20%. Furthermore, there was an increase in the risk of lane departure for KDS > or =30%.
The results suggest that KDS scoring is a reasonable procedure for estimating physiological sleepiness under conditions of driving. The results also indicate that a younger age is associated with greater sensitivity to sleepiness at the wheel.
对检测嗜睡的设备进行研究需要生理嗜睡的参考指标。本研究旨在通过在先进的移动基座驾驶模拟器中进行45分钟的驾驶,验证卡罗林斯卡嗜睡评分(KDS)作为生理嗜睡指标与驾驶能力受损及眨眼持续时间之间的关系。
分析使用了19人的数据。持续进行眼电图、脑电图和肌电图检查。通过对出现α波和θ波活动以及慢眼动的计分时段的百分比(0 - 100%)进行评分来量化生理嗜睡程度(KDS)。使用横向位置和速度作为驾驶行为的测量指标。车道偏离定义为两个车轮触碰车道标线。眨眼持续时间用作嗜睡的次要指标。
结果显示,对于年轻驾驶员,任务过程中嗜睡程度随时间增加且水平更高。当嗜睡程度增加到KDS≥20%时,横向位置的变异性以及眨眼持续时间的均值和变异性显著改变。此外,KDS≥30%时车道偏离风险增加。
结果表明,KDS评分是在驾驶条件下估计生理嗜睡程度的合理方法。结果还表明,较年轻的年龄与驾驶时对嗜睡更敏感相关。