Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti

Ipek Karakurt; Mehmet Ali Sarikaya; Gokhan Ince

doi:10.1109/SIU.2017.7960391

Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti

Ipek Karakurt^*
, Mehmet Ali Sarikaya
, Gokhan Ince

^*Bu çalışma için yazışmadan sorumlu yazar

Bilgisayar Mühendisliği Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

Özet

Sleep, once thought to form a passive process in human life, is recently discovered to be not so passive with respect to brain activity at all. It has been possible to diagnose both physiological and psychological disorders by the inspection of sleep stages. This paper presents a model for sleep stage detection using EEG, heart rate and galvanic skin response sensors that are affordable and easily accessible. Sleep stage detection system was tested on human subjects using support vector machine and has achieved accuracy of over 87% in sleep stage detection.

Tercüme edilen katkı başlığı	Sleep stage detection using sensor integration
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	2017 25th Signal Processing and Communications Applications Conference, SIU 2017
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781509064946
DOI'lar	https://doi.org/10.1109/SIU.2017.7960391
Yayın durumu	Yayınlandı - 27 Haz 2017
Etkinlik	25th Signal Processing and Communications Applications Conference, SIU 2017 - Antalya, Turkey Süre: 15 May 2017 → 18 May 2017

Yayın serisi

Adı	2017 25th Signal Processing and Communications Applications Conference, SIU 2017

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	25th Signal Processing and Communications Applications Conference, SIU 2017
Ülke/Bölge	Turkey
Şehir	Antalya
Periyot	15/05/17 → 18/05/17

Bibliyografik not

Publisher Copyright:
© 2017 IEEE.

Keywords

EEG
Galvanic Skin Response
Heart Rate
Sleep Stage Detection
Support Vector Machine

Belgeye Erişim

10.1109/SIU.2017.7960391

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Karakurt, I., Sarikaya, M. A., & Ince, G. (2017). Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti. In 2017 25th Signal Processing and Communications Applications Conference, SIU 2017 Makale 7960391 (2017 25th Signal Processing and Communications Applications Conference, SIU 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2017.7960391

@inproceedings{131603e9e5e84b88a4637dc55c929ed1,

title = "Sens{\"o}r T{\"u}mle{\c s}tirmeyle Uyku Evrelerinin Tespiti",

abstract = "Sleep, once thought to form a passive process in human life, is recently discovered to be not so passive with respect to brain activity at all. It has been possible to diagnose both physiological and psychological disorders by the inspection of sleep stages. This paper presents a model for sleep stage detection using EEG, heart rate and galvanic skin response sensors that are affordable and easily accessible. Sleep stage detection system was tested on human subjects using support vector machine and has achieved accuracy of over 87\% in sleep stage detection.",

keywords = "EEG, Galvanic Skin Response, Heart Rate, Sleep Stage Detection, Support Vector Machine",

author = "Ipek Karakurt and Sarikaya, \{Mehmet Ali\} and Gokhan Ince",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 25th Signal Processing and Communications Applications Conference, SIU 2017 ; Conference date: 15-05-2017 Through 18-05-2017",

year = "2017",

month = jun,

day = "27",

doi = "10.1109/SIU.2017.7960391",

language = "T{\"u}rk{\c c}e",

series = "2017 25th Signal Processing and Communications Applications Conference, SIU 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2017 25th Signal Processing and Communications Applications Conference, SIU 2017",

address = "United States",

}

Karakurt, I, Sarikaya, MA & Ince, G 2017, Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti. in 2017 25th Signal Processing and Communications Applications Conference, SIU 2017., 7960391, 2017 25th Signal Processing and Communications Applications Conference, SIU 2017, Institute of Electrical and Electronics Engineers Inc., 25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15/05/17. https://doi.org/10.1109/SIU.2017.7960391

Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti. / Karakurt, Ipek; Sarikaya, Mehmet Ali; Ince, Gokhan.
2017 25th Signal Processing and Communications Applications Conference, SIU 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 7960391 (2017 25th Signal Processing and Communications Applications Conference, SIU 2017).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti

AU - Karakurt, Ipek

AU - Sarikaya, Mehmet Ali

AU - Ince, Gokhan

PY - 2017/6/27

Y1 - 2017/6/27

N2 - Sleep, once thought to form a passive process in human life, is recently discovered to be not so passive with respect to brain activity at all. It has been possible to diagnose both physiological and psychological disorders by the inspection of sleep stages. This paper presents a model for sleep stage detection using EEG, heart rate and galvanic skin response sensors that are affordable and easily accessible. Sleep stage detection system was tested on human subjects using support vector machine and has achieved accuracy of over 87% in sleep stage detection.

AB - Sleep, once thought to form a passive process in human life, is recently discovered to be not so passive with respect to brain activity at all. It has been possible to diagnose both physiological and psychological disorders by the inspection of sleep stages. This paper presents a model for sleep stage detection using EEG, heart rate and galvanic skin response sensors that are affordable and easily accessible. Sleep stage detection system was tested on human subjects using support vector machine and has achieved accuracy of over 87% in sleep stage detection.

KW - EEG

KW - Galvanic Skin Response

KW - Heart Rate

KW - Sleep Stage Detection

KW - Support Vector Machine

UR - https://www.scopus.com/pages/publications/85026315537

U2 - 10.1109/SIU.2017.7960391

DO - 10.1109/SIU.2017.7960391

M3 - Konferans katkısı

AN - SCOPUS:85026315537

T3 - 2017 25th Signal Processing and Communications Applications Conference, SIU 2017

BT - 2017 25th Signal Processing and Communications Applications Conference, SIU 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 25th Signal Processing and Communications Applications Conference, SIU 2017

Y2 - 15 May 2017 through 18 May 2017

ER -

Sensör Tümleştirmeyle Uyku Evrelerinin Tespiti

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap