Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired?

被引:332
作者
Schleicher, R. [1 ]
Galley, N. [2 ]
Briest, S. [3 ]
Galley, L. [4 ]
机构
[1] Berlin Univ Technol, Deutsch Telekom Labs, D-10587 Berlin, Germany
[2] Univ Cologne, Dept Anat, D-50931 Cologne, Germany
[3] Inst Transportat Syst, German Aerosp Ctr, D-38108 Braunschweig, Germany
[4] Customer Res Ctr, DaimlerChrysler AG, D-71032 Boblingen, Germany
关键词
fatigue; subjective rating scales; blink; saccade; fixation; EOG;
D O I
10.1080/00140130701817062
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The present study examines changes in a variety of oculomotoric variables as a function of increasing sleepiness in 129 participants, who have been passed through a broad range of subjective alertness. Up to now, spontaneous eye blinks are the most promising biosignal for in-car sleepiness warnings. Reviewing the current literature on eye movements and fatigue, experimental data are provided including additional indicative oculomotoric parameters; inter-individual differences in the experiments were also assessed. Here, self-rated alertness decreased over six steps on average and proved itself a reliable measurement. Regarding oculomotoric parameters, blink duration, delay of lid reopening, blink interval and standardised lid closure speed were identified as the best indicators of subjective as well as objective sleepiness. Saccadic parameters and fixation durations also showed specific changes with increasing sleepiness. Substantial inter-individual differences in all of these variables were illustrated. Oculomotoric parameters were linked to three different components of sleepiness while driving: a) deactivation; b) decreasing attention, resulting in disinhibition of spontaneous blinks and reflexive saccades; c) increasing attempts of self-activation. Finally, implications for the development of drowsiness detection devices were discussed.
引用
收藏
页码:982 / 1010
页数:29
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