A complex analysis of the driver behavior from simulated driving focused on fatigue detection classification

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F06%3A00168942" target="_blank" >RIV/68407700:21260/06:00168942 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

A complex analysis of the driver behavior from simulated driving focused on fatigue detection classification

Original language description

Our laboratory investigates in actual driver's state mainly using the means of brain activity measurements (EEG analysis) and other additional biological signals. The EEG measurements are very sensitive to environmental influences. On the other hand it is necessary to put the experimenting person into the environment which is as close to reality as possible. Using of car simulation devices appears to be a good compromise. The paper describes design of the experiments and scenarios and tracks, based on knowledge obtained from a big set of performed measurements. The paper also shows results form the analysis of biological signals (mainly EEG and ECG) correlated with analysis of the drive and subjective ratings. In the end, the problems and further experiments are discussed and a basic concept of the warning system is sketched.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

AQ - Safety and health protection, safety in operating machinery

OECD FORD branch

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Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2006

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

WSEAS Transactions on Systems

ISSN

1109-2777

e-ISSN

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Volume of the periodical

5

Issue of the periodical within the volume

1

Country of publishing house

GR - GREECE

Number of pages

8

Pages from-to

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UT code for WoS article

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EID of the result in the Scopus database

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