Pemodelan Alat Pencegah Micro-Sleep Sebagai Upaya Mitigasi Kecelakaan Transportasi

Wibowo Harry Sugiharto, Muhammad Imam Ghozali, Alif Catur Murti


Micro-sleep (MS) is a short sleep condition ranging from 1 to 30 seconds, where people who experience this condition fail to respond to motor sensors and become unconscious. Micro-sleep often occurs as a result of lack of sleep, but not always micro-sleep is caused by lack of sleep, some cases explain that micro-sleep sufferers are also experienced by those who do during monotonous work. Micro-sleep becomes very important when this condition involves dangerous conditions. Even though it's only a few seconds, of course this is very dangerous, and may be one of the main causes of accidents. By utilizing sensor technology, we can do realtime monitoring of the data of the owner, so that a tool that can detect the condition of the driver who has micro-sleep can be developed. With this information the micro-sleep detector will make a warning to the driver. This is expected to reduce the number of accidents caused by micro-sleep.

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M. J. Thorpy et al., THE INTERNATIONAL CLASSIFICATION OF SLEEP DISORDERS , REVISED A merican A cademy of S leep M edicine. 2005.

G. R. Poudel, C. R. H. Innes, P. J. Bones, R. Watts, and R. D. Jones, “Losing the struggle to stay awake: Divergent thalamic and cortical activity during microsleeps,” Hum. Brain Mapp., 2014.

Y. H. Chou, C. C. Chuang, J. K. Zao, L. W. Ko, and C. T. Lin, “An fMRI study of abrupt-awake episodes during behavioral microsleeps,” in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011.

R. Apinino, “Kenali Microsleep, Gangguan yang Bisa Bikin Kecelakaan.” Liputan 6, 2017.

D. Winterman, “Who, what, why: What is a micro-sleep?” BBC News, 2014.

NCSDR/NHTSA Expert Panel on Driver Fatigue and Sleepiness, “Drowsy Driving and Automobile Crashes,” Drowsy Driving, 2014.

A. J. Blaivas, R. Patel, D. Hom, K. Antigua, and H. Ashtyani, “Quantifying microsleep to help assess subjective sleepiness,” Sleep Med., 2007.

Y. O. Handono, “Waspada! Ketika ‘Microsleep’ Melanda, Nyawa Pengemudi Jadi Taruhanny,” 2018.

A. Watson and G. Zhou, “Microsleep Prediction Using an EKG Capable Heart Rate Monitor,” in Proceedings - 2016 IEEE 1st International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2016, 2016.

M. Golz, D. Sommer, and D. Mandic, “Microsleep detection in electrophysiological signals,” Proc. ICINCP 2005, no. May 2016, pp. 2–9, 2005.

P. R. Davidson, R. D. Jones, and M. T. R. Peiris, “Detecting Behavioral Microsleeps using EEG and LSTM Recurrent Neural Networks,” in 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, 2005.

Y. Liang et al., “Prediction of drowsiness events in night shift workers during morning driving,” Accident Analysis and Prevention, 2017.


J. Sztajzel, “Heart rate variability: A noninvasive electrocardiographic method to measure the autonomic nervous system,” Swiss Medical Weekly. 2004.

M. Altini, J. Penders, R. Vullers, and O. Amft, “Automatic heart rate normalization for accurate energy expenditure estimation. An analysis of activities of daily living and heart rate features.,” Methods Inf. Med., 2014.

S. Bennett, A History of Control Engineering, 1930-1955. Peter Peregrinus Ltd, 1993.

I. K. Resika Arthana, I. M. A. Pradnyana, and D. P. Y. Kurniati, “Sistem Monitoring Detak Jantung dan Lokasi Pasien,” J. Pendidik. Teknol. dan Kejuru., vol. 15, no. 1, pp. 124–133, 2018.

I. K. R. Arthana and I. M. A. Pradnyana, “Perancangan alat pendeteksi detak jantung dan notifikasi melalui sms,” pp. 889–895, 2017.

Fachrul Rozie, F. Hadary, and W. F. T. Pontia, “Rancang Bangun Alat Monitoring Jumlah Denyut Nadi / Jantung Berbasis Android,” J. Tek. Elektro Univ. Tanjungpura, pp. 1–10, 2016.

M. W. Sari and S. Wardani, “Rancang Bangun Aplikasi Monitoring Detak Jantung Melalui Finger Test Berbasis Arduino,” J. EKSIS, vol. 9, pp. 105–112, 2016.

T. Fritz and S. C. Muller, “Leveraging Biometric Data to Boost Software Developer Productivity,” in 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2016.

T. L. Hartono, F. D. Setiaji, I. Setyawan, P. Studi, T. Elektro, and F. Teknik, “ALAT BANTU ANALISIS HEART RATE VARIABILITY,” Techné J. Ilm. Elektrotek., vol. 12 No. 2 O, pp. 141–158, 2013.



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