Analysis of Sleep Deprivation Effect to Driving Performance Using ReactionTest Simulation

Authors

  • Ika Nurlaili Isnainiyah Department of Information Systems, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember, Indonesia
  • Febriliyan Samopa Department of Information Systems, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember, Indonesia
  • Hatma Suryotrisongko Department of Information Systems, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember, Indonesia
  • Edwin Riksakomara Department of Information Systems, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember, Indonesia

DOI:

https://doi.org/10.11113/jt.v72.3915

Keywords:

Sleep deprivation, driving performance, reactiontest, simulator, KSS, safety driving, statistical analysis

Abstract

Sleep deprivation condition might lead to falling asleep through inappropriate situations, such as driving. Driving in a state of fatigue or drowsy from lack of sleep will be far worse than driving after alcohol consumption. Hence, the authors develop a driving simulator using Java to modify the control and rules of OpenDS application in order to simulate and calculate the automatic ReactionTest for 25 respondents simulating in both normal conditions and sleepy conditions when driving. Through this study, the authors obtained that the difference of driving performance in terms of reaction rate when driving the car in sleep deprivation condition and the normal condition, is equal to 1.08 seconds. The results also shown that the risk of loss of control that can occur to the driver of the car in units of meters (m), is equal to 0.3024 x the car’s speed. This study aims to reduce the number of traffic accidents caused by sleep deprivation that occur in society by giving a recommendation to the driver that forced to drive in lack of sleep condition. In top of that, the authors propose to create an understanding for changing the social habits of driving toward a better way.  

References

Hamid, Fajri. 2008. Analisis Tingkat Pengetahuan Pekerja Mengenai Cara Mengemudi yang Aman (Safety Driving) pada PT. X Tahun 2008. Skripsi Program Sarjana Kesehatan Masyarakat, Fakultas Kesehatan Masyarakat, Universitas Indonesia, Depok.

Badan Pusat Statistik. 2012. Jumlah Kecelakaan, Koban Mati, Luka Berat, Luka Ringan, dan Kerugian Materi yang Diderita Tahun 1992-2011. Retrieved July, 10 2013 from Badan Pusat Statistik: http://www.bps.go.id/tab_sub/view.php?tabel=1&id_subyek=17&notab=14.

Sivaramakrishnan, R., Ramanathan, P. K., Vidhya, S., Arun, C. 2011. Performance Evaluation of EEG and MEG Based Sleep Onset Detection Using Mean Comparison Test. India: International Journal on Applied Bioengineering.

Sleep Health Foundation. 2011. Drowsy Driving. New South Wales: Sleep Health Foundation.

Suhendi, Adi. 2013. 184 Kecelakaan Lalu Lintas karena Pengemudi Mengantuk. Retrieved September, 29 2013 from Tribun Network: http://www.tribunnews.com/ramadan/2013/08/06/184-kecelakaan-lalu-lintas-karena-pengemudi-mengantuk.

Picot, Antonie., Charbonnier, Sylvie., Caplier, Alice. 2008. On-Line Automatic Detection of Driver Drowsiness Using a Single Electroencephalographic Channel. Vancouver: 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Reyner, L. A., Horne, J. A. 1998. Falling Asleep Whilst Driving: Are Drivers Aware of Prior Sleepiness? Leicestershire: Int. J. Legal Med.

Verster, J. C., Pandi-Perumal, S. R., Ramaekers, J. G., Gier, J. J de. 2008. Drugs, Driving, and Traffic Safety. Switzerland: Springer.

Ropella, Kristina M. Introduction to Statistics for Biomedical Engineers. Morgan & Claypool Publisher.

Umar, Husein. 2002. Metode Riset Bisnis. Jakarta: Gramedia Pustaka Utama.

BTSI ITS. 2013. Rekapitulasi Jumlah Mahasiswa Semester Genap Tahun 2012/2013 per April 2013. Retrieved November, 24 2013 from Badan Teknologi dan Sistem Informasi ITS: http://btsi.its.ac.id/adminbtsi/jumlah-mahasiswa/.

Turner, J. Rick., and Thayer, Julian F. 2001. Introduction to Analysis of Variance: Design, Analyis & Interpretation. California: Sage Publication.

Sitompul, Ellen Gunawan. 1996. Teknik Statistika untuk Bisnis & Ekonomi. Edisi 9 Jilid 1. Jakarta: Erlannga.

J. Hair, W. Black, B. Babin, R. Anderson. 2005. Multivariate Data Analysis. 6th edition. New Jersey: Prentice Hall.

Meyers, Lawrence S., Gamst, Glenn, Guarino, A. J. 2013. Applied Multivariate Research: Design and Interpretation. Second Edition. California: Sage Publication.

Saefuddin, Asep, Notodiputro, Khairil Anwar., Alamudi, Aam., Sadik, Kusman. 2009. Statistika Dasar. Bogor: Grasindo.

Al-Farouk, Panji Mitiqo. 2010. Rem ABS (Anti-Lock Braking Sistem). Retrieved February, 15 2014 from Ikhwafillah's Blog: http://panjimitiqo.wordpress.com/2010/05/22/rem-abs-anti-lock-braking-sistem/.

Dishubkominfo Serang. Sesuaikan Kecepatan Kendaraan Dengan Kondisi Lalu Lintas. Retrieved February, 15 2014 from Website Resmi Dishubkominfo Kabupaten Serang:http://www.dishubkominfo.serangkab.go.id/index.php/web/berita/detail/11/Sesuaikan-Kecepatan-Kendaraan-Dengan-Kondisi-Lalu-Lintas.

Harvenda, Aris F. 2012. Nih, Jarak Aman Berkendara. Retrieved February, 15 2014 from Kompas.com Otomotif: http://otomotif.kompas.com/read/2012/03/17/1308/Nih.Jarak.Aman.Berkendara.

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Published

2015-01-08

How to Cite

Analysis of Sleep Deprivation Effect to Driving Performance Using ReactionTest Simulation. (2015). Jurnal Teknologi, 72(4). https://doi.org/10.11113/jt.v72.3915