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

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

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

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

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

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

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

Projekt

<a href="/cs/project/LO1506" target="_blank" >LO1506: Podpora udržitelnosti centra NTIS - Nové technologie pro informační společnost</a><br>

Návaznosti

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

Rok uplatnění

2017

Kód důvěrnosti údajů

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

Název statě ve sborníku

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

Počet stran výsledku

10

Strana od-do

441-450

Název nakladatele

SciTePress

Místo vydání

Setúbal

Místo konání akce

Porto

Datum konání akce

21. 2. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000413253100055