microsleep

Microsleep events: brief involuntary lapses into sleep of roughly 1-15 seconds, marked by prolonged eyelid closure (PERCLOS), EEG sleep intrusions, or lane drift while drowsy. The discrete sleep EVENT and its detection, not the general sleepy state (drowsiness) or its upstream cause (sleep_deprivation).

67 paper(s) · ranked by relevance to this topic

1. Driver performance in the moments surrounding a microsleep · 2008 · Boyle, LN et al. · archived
2. Prolonged Eyelid Closure Episodes during Sleep Deprivation in Professional Drivers · 2016 · Alvaro, Pasquale K. et al. · archived
3. Slow eyelid closure as a measure of driver drowsiness and its relationship to performance ↗ · 2015 · Jackson, Melinda L. et al. · indexed
4. PERCLOS-based technologies for detecting drowsiness: current evidence and future directions ↗ · 2023 · Abe, Takashi · indexed
5. PERCLOS: A Valid Psychophysiological Measure of Alertness As Assessed by Psychomotor Vigilance · 1998 · NHTSA · archived
6. EVALUATION OF TECHNIQUES FOR OCULAR MEASUREMENT AS AN INDEX OF FATIGUE AND THE BASIS FOR ALERTNESS MANAGEMENT ↗ · 1998 · Dinges, David F. et al. · indexed
7. Prediction of drowsiness events in night shift workers during morning driving ↗ · 2017 · Liang, Yulan et al. · indexed
8. Development and Assessment of a Driver Drowsiness Monitoring System · 2012 · NHTSA · archived
9. Behavioral Indicators of Drowsy Driving: Active Search Mirror Checks · 2022 · Meyer, Jason E. et al. · archived
10. Vehicle-Based Drowsy Driver Detection: Current Status And Future Prospects · 1994 · NHTSA · archived
11. Vehicle-Based Drowsy Driver Detection: Current Status and Future Prospects · 1994 · Knipling, Ronald R. et al. · archived
12. Evaluation of techniques for ocular measurement as an index of fatigue and as the basis for alertness management · 1998 · Dinges, David F. et al. · archived
13. A drowsy driver detection system for heavy vehicles ↗ · 2002 · Grace, Richard et al. · indexed
14. Eye-Activity Measures of Fatigue and Napping as a Fatigue Countermeasure: Tech Brief · 1999 · NHTSA · archived
15. Diagnostic tools for identifying sleepy drivers in the field. · 2013 · Rizzo, Matthew et al. · archived
16. Drowsiness monitoring based on driver and driving data fusion · 2011 · Daza, Iván García et al. · archived
17. Detecting Driver Fatigue With Eye Blink Behavior · 2024 · Akin, Ali et al. · archived
18. Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? ↗ · 2008 · Schleicher, Robert et al. · indexed
19. Biobehavioral Responses to Drowsy Driving Alarms and Alerting Stimuli · 2000 · Mallis, Malissa M. et al. · archived
20. Quantifying Drowsy Driving [Traffic Safety Facts Research Note] · 2020 · NHTSA · archived
21. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Final report] · 2009 · Barr, Lawrence et al. · archived
22. Research On Vehicle-Based Driver Status/Performance Monitoring; Development, Validation, And Refinement Of Algorithms For Detection Of Driver Drowsiness, Final Report · 1994 · NHTSA · archived
23. Stationary gaze entropy predicts lane departure events in sleep-deprived drivers · 2018 · Shiferaw, Brook et al. · archived
24. In-vehicle Drowsy Driving Detection and Alerting · 2023 · Gaspar, John G et al. · archived
25. Feeling sleepy? stop driving—awareness of fall asleep crashes · 2023 · Anderson, Clare et al. · archived
26. Leading Indicators of Drowsiness in Simulated Driving ↗ · 2005 · Kozak, Ksenia et al. · indexed
27. Vehicle-based drowsy driver detection: Current status and future prospects ↗ · 2013 · Knipling, R R et al. · indexed
28. Reaction of sleepiness indicators to partial sleep deprivation, time of day and time on task in a driving simulator - the DROWSI project ↗ · 2009 · Åkerstedt, Torbjörn et al. · indexed
29. Drowsiness Monitoring By Steering And Lane Data Based Features Under Real Driving Conditions · 2010 · Friedrichs, Fabian · archived
30. Detecting sleep in drivers during highly automated driving: the potential of physiological parameters ↗ · 2019 · Wörle, Johanna et al. · indexed
31. A Systematic Review on Driver Drowsiness Detection Using Eye Activity Measures ↗ · 2024 · Kolus, Ahmet · indexed
32. Electrooculogram analysis and development of a system for defining stages of drowsiness ↗ · 2004 · Thorslund, Birgitta · indexed
33. Driver impairment at night and its relation to physiological sleepiness ↗ · 2008 · Anund, Anna et al. · indexed
34. Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety ↗ · 2023 · Safarov, Furkat et al. · indexed
35. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Tech Brief] · 2009 · NHTSA · archived
36. An Efficient Approach for Driver Drowsiness Detection at Moderate Drowsiness Level Based on Electroencephalography Signal and Vehicle Dynamics Data ↗ · 2022 · Houshmand, Sara et al. · indexed
37. Vehicle control and drowsiness ↗ · 2002 · Kircher, Albert et al. · indexed
38. Using Image Processing in the Proposed Drowsiness Detection System Design ↗ · 2018 · POURSADEGHIYAN, Mohsen et al. · indexed
39. Drowsy driver detection system using eye blink patterns · 2010 · Danışman, Taner et al. · archived
40. The Effect of Partial Sleep Deprivation and Time-on-Task on Young Drivers’ Subjective and Objective Sleepiness ↗ · 2023 · Cellini, Nicola et al. · indexed
41. Sequence Analysis of Monitored Drowsy Driving ↗ · 2023 · Schwarz, Chris et al. · indexed
42. Local changes in the wake electroencephalogram precedes lane departures ↗ · 2017 · Ahlstrom, Christer et al. · indexed
43. RESEARCH ON VEHICLE-BASED DRIVER STATUS/PERFORMANCE MONITORING; DEVELOPMENT, VALIDATION, AND REFINEMENT OF ALGORITHMS FOR DETECTION OF DRIVER DROWSINESS. FINAL REPORT ↗ · 1994 · Wierwille, Walter W. et al. · indexed
44. Detecting Driver Drowsiness With Multi-Sensor Data Fusion Combined With Machine Learning · 2021 · Kulhandjian, Hovannes · archived
45. Classifying Features of Electroencephalography Signal to Detect Driver Drowsiness in the Early Drowsy Stage · 2022 · Houshmand, Sara et al. · archived
46. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
47. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
48. Camera-based drowsiness reference for driver state classification under real driving conditions ↗ · 2010 · Friedrichs, Fabian et al. · indexed
49. Driving fingerprinting enhances drowsy driving detection: Tailoring to individual driver characteristics ↗ · 2024 · Sun, Yifan et al. · indexed
50. Subjective sleepiness, simulated driving performance and blink duration: examining individual differences ↗ · 2006 · Ingre, Michael et al. · indexed
51. Driver fatigue transition prediction in highly automated driving using physiological features ↗ · 2020 · Du, Na et al. · indexed
52. Realtime Driver Drowsiness Detection Using Machine Learning ↗ · 2022 · Al Redhaei, Aneesa et al. · indexed
53. A novel convolutional neural network method for subject-independent driver drowsiness detection based on single-channel data and EEG alpha spindles ↗ · 2021 · Houshmand, Sara et al. · indexed
54. Real-Time System for Monitoring Driver Vigilance ↗ · 2006 · Bergasa, L.M. et al. · indexed
55. Monitoring driver drowsiness in partially automated vehicles: Added value from combining postural and physiological indicators · 2024 · Perrotte, Gaëtan et al. · archived
56. Video based detection of driver fatigue ↗ · 2009 · Vural, Esra · indexed
57. Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm · 2010 · Khushaba, R N et al. · archived
58. Highway driving safety the day after using sleep medication: the direction of lapses and excursions out‐of‐lane in drowsy drivers · 2018 · Verster, Joris C. et al. · archived
59. Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG · 2018 · Fujiwara, Koichi et al. · archived
60. Evaluation of Lane Departure Warnings for Drowsy Drivers · 2006 · Blommer, Mike et al. · archived
61. Design and Implementation of a Driver Drowsiness Detection System - A Practical Approach · 2014 · Čolić, Aleksandar et al. · archived
62. Using driver's head movements evolution as a drowsiness indicator ↗ · 2004 · Popieul, Jean‐Christophe et al. · indexed
63. The arousal paradox in critical task performance in automated driving during sleep inertia using a quasi experimental approach · 2025 · Tomzig, Markus et al. · archived
64. A Survey on State-of-the-Art Drowsiness Detection Techniques · 2019 · Ramzan, Muhammad et al. · archived
65. Analysis of Head Micromovements and Body Posture for Vigilance Decrement Assessment · 2024 · Rossi, Dario et al. · archived
66. Microbaric oxygen therapy modulates EEG microstates and spectral power in patients with chronic insomnia disorder · 2026 · Zhao, Yixin et al. · archived
67. Design for a U.S. Field Study on the Effects of Aircraft Noise on Sleep: PARTNER Project 25B Year One Report · 2012 · Basner, Mathias · archived