Pregled bibliografske jedinice broj: 1048770
Removal of eye-blink artifacts from EEG signal
Removal of eye-blink artifacts from EEG signal // Engineering review (Technical Faculty University of Rijeka), 40 (2020), 2; 101-111 doi:10.30765/er.40.2.11 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 1048770 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Removal of eye-blink artifacts from EEG signal
Autori
Markovinović, Ivan ; Vlahinić Saša ; Vrankić Miroslav
Izvornik
Engineering review (Technical Faculty University of Rijeka) (1330-9587) 40
(2020), 2;
101-111
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
EEG ; eye blink artifacts ; signal processing ; ICA ; ADJUST
Sažetak
Electroencephalography (EEG) is well known method of recording electrical brain activity with electrodes placed along the scalp. One of the challenging tasks in this field is the removal of electrical signals that are not related to brain activity. In this paper, an algorithm for the removal of the EEG signals corresponding to the eye blink artifacts is presented. The presented algorithm is based on ADJUST artifact removing tool, which uses independent component analysis (ICA) for signal decomposition. For every signal component returned by the ICA algorithm, temporal-spatial features are calculated, upon which every independent component is classified as artifact or non-artifact, and removed accordingly.
Izvorni jezik
Engleski
Znanstvena područja
Geologija, Drvna tehnologija
POVEZANOST RADA
Ustanove:
Tehnički fakultet, Rijeka
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Emerging Sources Citation Index (ESCI)
- Scopus
