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Repository of the Czech Academy of Sciences
Article . 2008
Data sources: Repository of the Czech Academy of Sciences
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A Fuzzy Logic Based System for Detection of Car Driver's Vigilance Level

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2008 Czech Republic English
Authors: Coufal, D. (David);

handle: 11104/0005019

A Fuzzy Logic Based System for Detection of Car Driver's Vigilance Level

Abstract

The paper presents an application of fuzzy logic modeling techniques for design and development of a classification system for car driver's vigilance level detection. Especially, the micro-sleeps detection is of our primary interest. Detection is based on a pattern analysis of EEG signal spectrograms, which are acquired by monitoring the driver during a driving process. The system is based on the concept of radial implicative fuzzy system, which can be treated as a logical system accommodating acquired knowledge in a structured form.

Country
Czech Republic
Related Organizations
Keywords

implicative fuzzy systems, micro-sleeps detection, EEG spectrograms

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
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