DocumentCode
3586683
Title
Alertness monitoring based on time evolution of electroencephalographic signal´s power spectral density
Author
Bala, Stefan
Author_Institution
Dept. of Autom., Pet.-Gas Univ. of Ploiesti, Ploiesti, Romania
fYear
2014
Firstpage
39
Lastpage
45
Abstract
Human alertness varies very quickly in time domain affecting tasks requiring sustained vigilance. This can have huge consequences in various occupations that require a very high level of attention. Changes in the level of alertness are correlated with fluctuations in the electroencephalographic signal´s power spectral density. This can be revealed with fast Fourier transform (FFT) of an EEG signal obtained with a single channel electroencephalograph connected to a data acquisition system (DAQ). In real life, the bioelectric signals can be acquired by masked electrodes placed, for example, in protective helmets or in eye glasses, depending on the operator´s job description. In attention-critical environment, the operators can be monitored for evaluating their cognitive mental state.
Keywords
data acquisition; electroencephalography; fast Fourier transforms; medical signal processing; DAQ; EEG signal; FFT; alertness monitoring; attention-critical environment; bioelectric signals; cognitive mental state; data acquisition system; electroencephalographic signal power spectral density; eye glasses; fast Fourier transform; human alertness; masked electrodes; operator job description; protective helmets; single channel electroencephalograph; time evolution; Biomedical monitoring; Monitoring; Power supplies; electroencephalographic signal; human operator´s performance; level of alertness monitoring; power spectral density; vigilance-demanding tasks;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Computers and Artificial Intelligence (ECAI), 2014 6th International Conference on
Print_ISBN
978-1-4799-5478-0
Type
conf
DOI
10.1109/ECAI.2014.7090221
Filename
7090221
Link To Document