Experimental Design and Collection of Brain and Respiratory Data for Detection of Driver´s Attention

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F17%3A43931921" target="_blank" >RIV/49777513:23520/17:43931921 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.5220/0006249504410450" target="_blank" >http://dx.doi.org/10.5220/0006249504410450</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5220/0006249504410450" target="_blank" >10.5220/0006249504410450</a>

Result language

angličtina

Original language name

Experimental Design and Collection of Brain and Respiratory Data for Detection of Driver´s Attention

Original language description

Attention of drivers is very important for road safety and it is worth observing even in laboratory conditions during a simulated drive. This paper deals with design of an experiment investigating driver’s attention, validation of collected data, and first preprocessing and processing steps used within data analysis. Brain activity is considered as a primary biosignal and is measured and analyzed using the techniques and methods of electroencephalography and event related potentials. Respiration is considered as a secondary biosignal that is captured together with brain activity. Validation of collected data using a stacked autoencoder is emphasized as an important step preceding data analysis.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2017

Confidentiality

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

Article name in the collection

BIOSTEC 2017 Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies Volume 5: HEALTHINF

ISBN

978-989-758-213-4

ISSN

—

e-ISSN

neuvedeno

Number of pages

10

Pages from-to

441-450

Publisher name

SciTePress

Place of publication

Setúbal

Event location

Porto

Event date

Feb 21, 2017

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000413253100055