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

Kód výsledku v 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>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

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

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

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

Popis výsledku anglicky

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.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

AQ - Bezpečnost a ochrana zdraví, člověk – stroj

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2006

Kód důvěrnosti údajů

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

Název periodika

WSEAS Transactions on Systems

ISSN

1109-2777

e-ISSN

—

Svazek periodika

5

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

GR - Řecká republika

Počet stran výsledku

8

Strana od-do

—

Kód UT WoS článku

—

EID výsledku v databázi Scopus

—