Efficacy of Single-Channel EEG: A Propitious Approach for In-home Sleep Monitoring

Frontiers in Public Health

article

B. L. Radhakrishnan¹  E. Kirubakaran²  Immanuel Johnraja Jebadurai¹  A. Immanuel Selvakumar³  J. Dinesh Peter¹ 

[1] Department of Computer Science and Engineering, Karunya Institute of Technology and Sciences;Department of Computer Science and Engineering, Grace College of Engineering;Department of Electrical and Electronics Engineering, Karunya Institute of Technology and Sciences

关键词: sleep;    sleep disorders;    sleep monitoring;    remote sleep monitoring;    sleep quality;    sleep stage classification;    single-channel EEG;   

DOI  :  10.3389/fpubh.2022.839838

学科分类：社会科学、人文和艺术（综合）

来源: Frontiers

【 摘 要 】

Sleep is a pivotal biological process and has generally been accepted as a critical factor in human health. Even though the whole function of sleep is not very well studied, it is associated with physical and mental wellness (1, 2). The transient disruptions in regular sleep patterns known as acute sleep deprivation impair cognitive skills. In contrast, long-term sleep abnormalities such as chronic sleep deprivation are related to disease development (3, 4).

【 授权许可】

CC BY