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

SYSNO ASEP	0319758
Document Type	J - Journal Article
R&D Document Type	Journal Article
Subsidiary J	Článek ve WOS
Title	A Fuzzy Logic Based System for Detection of Car Driver's Vigilance Level
Title	Detektor bdělosti řidiče založený na fuzzy logice
Author(s)	Coufal, David (UIVT-O)_{RID, SAI, ORCID}
Source Title	Neural Network World. - : Ústav informatiky AV ČR, v. v. i. - ISSN 1210-0552 Roč. 18, č. 6 (2008), s. 515-526
Number of pages	12 s.
Language	eng - English
Country	CZ - Czech Republic
Keywords	EEG spectrograms ; implicative fuzzy systems ; micro-sleeps detection
Subject RIV	BA - General Mathematics
R&D Projects	ME 949 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
UT WOS	000262520700007
EID SCOPUS	58249109372
Annotation	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.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2009

Number of the records: 1