Essays about: "driver sleepiness"

Showing result 1 - 5 of 12 essays containing the words driver sleepiness.

1. 1. Detection of driver sleepiness during daylight and darkness

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : Johanna Eklind; Amanda Meyerson; [2023]
   Keywords : Driver sleepiness; daylight; darkness; driving simulator study; ecg; eog; signal processing; exploratory analysis; statistical analysis; ANOVA; biomedical engineering;

   Abstract : Driving sleepiness is a serious problem worldwide. It is of interest to develop reliable sleepiness detection systems to implement in vehicles, and for such a system both physi-ological data and driver performance data can be used. READ MORE

3. 2. Video-Based Estimation of Driver Sleepiness Using Machine Learning

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Simon Knutsson; [2022]
   Keywords : Driver sleepiness; drowsiness; classification; estimation; machine learning;

   Abstract : Approximately 1.35 million people die each year in car accidents and it is the most common cause of death for people aged 5-29. Because of this it is of large interest to be able to detect when a driver enters a sleepy state and to be able to alert the driver. READ MORE

4. 3. Deep Learning for Driver Sleepiness Classification using Bioelectrical Signals and Karolinska Sleepiness Scale

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : Maja Jonsson; Jennifer Brown; [2021]
   Keywords : Sleepiness detection; EEG; KSS; deep learning; driving; classification;

   Abstract : Driver sleepiness contributes to a large amount of all road traffic crashes. Developing an objective measurement of driver sleepiness in order to prevent eventual traffic accidents is desirable. READ MORE

5. 4. Heart rate variability for driver sleepiness assessment

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : Anna Persson; [2019]
   Keywords : Heart rate variability; sleepiness; drowsiness; fatigue; driver sleepiness; Hjärtfrekvensvariabilitet; sömnighet; trötthet; bilförare;

   Abstract : Studies have reported that around 20 % of all traffic accidents are caused by a sleepy driver. Sleepy driving has been compared to drunk driving. A sleepy driver is also an issue in the case of automated vehicles in the future. Handing back the control of the vehicle to a sleepy driver is a serious risk. READ MORE

6. 5. Deep learning to classify driver sleepiness from electrophysiological data

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : Ida Johansson; Frida Lindqvist; [2019]
   Keywords : Driver Sleepiness Detection; KSS; Signal Processing; Deep Learning; Electrophysiological Signals;

   Abstract : Driver sleepiness is a cause for crashes and it is estimated that 3.9 to 33 % of all crashes might be related to sleepiness at the wheel. It is desirable to get an objective measurement of driver sleepiness for reduced sensitivity to subjective variations. READ MORE