4.7 Article

Effects of partially automated driving on the development of driver sleepiness

Journal

ACCIDENT ANALYSIS AND PREVENTION
Volume 153, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.aap.2021.106058

Keywords

Fatigue; Sleepiness; Partially automated driving; Level 2

Funding

  1. ADASME [688900]
  2. Mediator projects - European Union's Horizon 2020 research and innovation programme [814735]
  3. Autoliv Development
  4. SmartEye AB
  5. H2020 Societal Challenges Programme [814735] Funding Source: H2020 Societal Challenges Programme

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The study found that night-time driving led to significantly increased levels of sleepiness, while partially automated driving may slightly increase subjective sleepiness levels, but has little to no detrimental effects on driver fatigue during daytime when the drivers are alert. Increased levels of sleepiness mainly arise from night-time driving when sleep pressure is high.
The objective of this study was to compare the development of sleepiness during manual driving versus level 2 partially automated driving, when driving on a motorway in Sweden. The hypothesis was that partially auto-mated driving will lead to higher levels of fatigue due to underload. Eighty-nine drivers were included in the study using a 2 ? 2 design with the conditions manual versus partially automated driving and daytime (full sleep) versus night-time (sleep deprived). The results showed that night-time driving led to markedly increased levels of sleepiness in terms of subjective sleepiness ratings, blink durations, PERCLOS, pupil diameter and heart rate. Partially automated driving led to slightly higher subjective sleepiness ratings, longer blink durations, decreased pupil diameter, slower heart rate, and higher EEG alpha and theta activity. However, elevated levels of sleepiness mainly arose from the night-time drives when the sleep pressure was high. During daytime, when the drivers were alert, partially automated driving had little or no detrimental effects on driver fatigue. Whether the negative effects of increased sleepiness during partially automated driving can be compensated by the positive effects of lateral and longitudinal driving support needs to be investigated in further studies.

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