標題: | Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask |
作者: | Liang, Sheng-Fu Kuo, Chin-En Lee, Yi-Chieh Lin, Wen-Chieh Liu, Yen-Chen Chen, Peng-Yu Cherng, Fu-Yin Shaw, Fu-Zen 資訊工程學系 Department of Computer Science |
關鍵字: | Automatic sleep-scoring method;electrooculogram (EOG);home-based sleep monitoring device;online |
公開日期: | 1-十一月-2015 |
摘要: | Health care researchers have recently developed several home-based sleep monitoring systems and mobile applications that support healthy sleep by monitoring a user\'s sleep environment, activities, or sleep quality. This study describes the design and evaluation of an electrooculogram (EOG)-based system for an automatic sleep monitoring. Compared with polysomnogram or electroencephalogram recordings, EOG has the advantage of easy placement and can be operated by the users themselves. We also design an intelligent eye mask that is user friendly for measuring sleep stage and quality. Two user experiments were carried out to demonstrate that the proposed system produces valid measurements of sleep stage and sleep quality and has good usability and reliability while not disturbing sleep significantly. These findings suggest that our system can also be applied to long-term sleep monitoring or sleep environment control to improve the user\'s sleep quality and make sleep more comfortable. |
URI: | http://dx.doi.org/10.1109/TIM.2015.2433652 http://hdl.handle.net/11536/128211 |
ISSN: | 0018-9456 |
DOI: | 10.1109/TIM.2015.2433652 |
期刊: | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT |
Volume: | 64 |
Issue: | 11 |
起始頁: | 2977 |
結束頁: | 2985 |
顯示於類別: | 期刊論文 |