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Detection of Driver Unawareness Based on Long- and Short-term Analysis of Driver Lane Keeping
Linköping University, Department of Electrical Engineering.
2007 (English)Independent thesis Basic level (professional degree), 20 points / 30 hpStudent thesis
Abstract [en]

Many traffic accidents are caused by driver unawareness. This includes fatigue, drowsiness and distraction. In this thesis two systems are described that could be used to decrease the number of accidents. In the first part of this thesis a system using long-term information to warn drivers suffering from fatigue is developed. Three different versions with different criteria are evaluated. The systems are shown to handle more then 60% of the cases correctly.

The second part of this thesis examines the possibilities of developing a warning system based on the predicted time-to-lane crossing, TLC. A basic TLC model is implemented and evaluated. For short time periods before lane crossing this may offer adequate accuracy. However the accuracy is not good enough for the model to be used in a TLC based warning system to warn the driver of imminent lane departure.

Place, publisher, year, edition, pages
Institutionen för systemteknik , 2007. , 67 p.
Keyword [en]
driver lane keeping, detecting driver fatigue, time-to-lane crossing
National Category
Vehicle Engineering
Identifiers
URN: urn:nbn:se:liu:diva-8685ISRN: LiTH-ISY-EX--07/3912--SEOAI: oai:DiVA.org:liu-8685DiVA: diva2:23402
Uppsok
teknik
Supervisors
Examiners
Available from: 2007-04-11 Created: 2007-04-11

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf