Thesis Details

Driver State Monitoring

Bachelor's Thesis Student: Blašková Barbora Academic Year: 2019/2020 Supervisor: Chudý Peter, doc. Ing., Ph.D. MBA
Czech title
Monitorování stavu řidiče
Language
English
Abstract

Driving is considered an important, or even necessary skill in today's world. However, with so much traffic, it is inevitable that accidents occur that might have fatal consequences. The amount of information the driver is suppose to process could lead to stress situations, during which he or she is unable to take rational decisions.

This thesis aims to find the most suitable technologies and methodologies to implement a driver's state monitor, that could predict driver stress level to mitigate the possibility of such accidents. The thesis proposes personal and average monitors to assess driver's stress levels by the means of physiological and kinematics data collected during a drive. Both monitors proved to have high predicting power.

Keywords

Driver, monitor, stress, physiology, signal processing, classification, clustering.

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade A
Date
10 July 2020
Reviewer
Prustoměrský Milan, Ing.
Committee
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT), předseda
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
BLAŠKOVÁ, Barbora. Driver State Monitoring. Brno, 2020. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2020-07-10. Supervised by Chudý Peter. Available from: https://www.fit.vut.cz/study/thesis/22719/
BibTeX 
@bachelorsthesis{FITBT22719,
    author = "Barbora Bla\v{s}kov\'{a}",
    type = "Bachelor's thesis",
    title = "Driver State Monitoring",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2020,
    location = "Brno, CZ",
    language = "english",
    url = "https://www.fit.vut.cz/study/thesis/22719/"
}

Theses

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