Essays about: "KSS"

Showing result 1 - 5 of 10 essays containing the word KSS.

  1. 1. 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

  3. 2. 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

  4. 3. 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

  5. 4. 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

  6. 5. A Physiological investigation of Rest in Commercial Long-Haul Truck Drivers

    University essay from Linköpings universitet/Institutionen för medicinsk teknik

    Author : Mattias Axelson; [2018]
    Keywords : ;

    Abstract : The development of automated vehicles is something most vehicle manufacturers are working on these days. Different levels of automation allow the driver to perform other tasks while traveling than focus on the dynamic driving tasks. READ MORE