An EOG-based sleep monitoring system and its application on on-line sleep-stage sensitive light control

Chih En Kuo, Sheng-Fu Liang, Yi Chieh Li, Fu Yin Cherng, Wen Chieh Lin, Peng Yu Chen, Yen Chen Liu, Fu-Zen Shaw

研究成果: Conference contribution

5 引文 斯高帕斯(Scopus)

摘要

Human beings spend approximately one third of their lives sleeping. Conventionally, to evaluate a subjects sleep quality, all-night polysomnogram (PSG) readings are taken and scored by a well-trained expert. The development of an automatic sleep-staging system that does not rely upon mounting a bulky PSG or EEG recorder on the head will enable physiological computing systems (PhyCS) to progress toward easy sleep and comfortable monitoring. In this paper, an electrooculogram (EOG)-based sleep scoring system is proposed. Compared to PSG or EEG recordings, EOG has the advantage of easy placement, and can be operated by the user individually. The proposed method was found to be more than 83% accurate when compared with the manual scorings applied to sixteen subjects. In addition to sleep-quality evaluation, the proposed system encompasses adaptive brightness control of light according to online monitoring of the users sleep stages. The experiments show that the EOG-based sleep scoring system is a practicable solution for home-use sleep monitoring due to the advantages of comfortable recording and accurate sleep staging.

原文English
主出版物標題PhyCS 2014 - Proceedings of the International Conference on Physiological Computing Systems
發行者SciTePress
頁面20-30
頁數11
ISBN(列印)9789897580062
出版狀態Published - 2014 一月 1
事件International Conference on Physiological Computing Systems, PhyCS 2014 - Lisbon, Portugal
持續時間: 2014 一月 72014 一月 9

出版系列

名字PhyCS 2014 - Proceedings of the International Conference on Physiological Computing Systems

Other

OtherInternational Conference on Physiological Computing Systems, PhyCS 2014
國家Portugal
城市Lisbon
期間14-01-0714-01-09

All Science Journal Classification (ASJC) codes

  • Software

指紋 深入研究「An EOG-based sleep monitoring system and its application on on-line sleep-stage sensitive light control」主題。共同形成了獨特的指紋。

引用此