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Dynamically Deployed Support as a Potential Solution to Negative Behavioral Adaptation
Linköping University, Department of Computer and Information Science, Human-Centered systems. Linköping University, The Institute of Technology. (MDALAB)ORCID iD: 0000-0003-2801-7050
Linköping University, The Institute of Technology. Linköping University, Department of Mechanical Engineering, Industrial Ergonomics.
Linköping University, The Institute of Technology. Linköping University, Department of Mechanical Engineering, Industrial Ergonomics.
2005 (English)In: 2005 IEEE Intelligent Vehicles Symposium Proceedings, 2005, IEEE conference proceedings, 2005, 613-618 p.Conference paper, Published paper (Refereed)
Abstract [en]

Advanced driver assistance systems are designed to make driving easier that is, to alleviate the driver's workload, and to increase traffic safety. However, traffic safety is affected by negative behavioral adaptation, meaning that drivers tend to increase speed and pay less attention to driving when supported by an advanced assistance system. We relate behavioral adaptation to reinforcement learning at a subconscious level, and propose that driver assistance is dynamically varied within predetermined safety limits. The aim of employing a dynamic assistance policy is to prevent the driver from noticing a constant improvement in vehicle handling. We conclude by describing ongoing work for empirically evaluating an improved lane departure warning system that uses a dynamic assistance policy.

Place, publisher, year, edition, pages
IEEE conference proceedings, 2005. 613-618 p.
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:liu:diva-31903DOI: 10.1109/IVS.2005.1505171Local ID: 17736ISBN: 0-7803-8961-1 (print)OAI: oai:DiVA.org:liu-31903DiVA: diva2:252726
Conference
IEEE Intelligent Vehicles Symposium Proceedings, 2005
Note

LITH-IKP-CR--05/1267--SE

Available from: 2009-10-09 Created: 2009-10-09 Last updated: 2014-11-28Bibliographically approved

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fulltext(348 kB)135 downloads
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Kovordanyi, RitaOhlsson, KjellAlm, Torbjörn

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CiteExportLink to record
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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