Portable Single-Electrode EEG Signal Acquisition Device for Sleep Disorder Identification

被引:0
作者
Wong, Ying Wai [1 ]
Cheng, Hao-Ting [1 ]
Chen, Si-Qian [1 ]
Yang, Chan-Yun [1 ]
机构
[1] Natl Taipei Univ, New Taipei, Taiwan
来源
2024 INTERNATIONAL CONFERENCE ON SYSTEM SCIENCE AND ENGINEERING, ICSSE 2024 | 2024年
关键词
Single Electrode Probe; Electroencephalography Signal Acquisition; Sleep Disorder Identification;
D O I
10.1109/ICSSE61472.2024.10608873
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sleep disorders are prevalent and can significantly impact an individual overall health and well-being. The accurate and timely diagnosis of these disorders is crucial for effective treatment. This paper explores the development of a portable electroencephalography (EEG) as a promising tool for monitoring and diagnosing sleep disorders. The exploration includes primarily the hardware and software which based on the previous EEG studies we have engaged in, and the hardware part is focused particularly in this paper. Although the prototype looks still rough, it already functions well in its primary on-line test. EEG signals were acquired by it reliably in comparing to the gold standard Polysomnography (PSG). Case studies are examined based on the signals extracted from the developed device. The portability of the developed EEG devices enables non-intrusive, real-time monitoring of brain activity during sleep, providing valuable insights into sleep architecture and identifying abnormalities.
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页数:6
相关论文
共 12 条
[1]  
[Anonymous], 2009, mindset_communications_protocol,
[2]   A comparative review on sleep stage classification methods in patients and healthy individuals [J].
Boostani, Reza ;
Karimzadeh, Foroozan ;
Nami, Mohammad .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2017, 140 :77-91
[3]   Direct Measurements of Smartphone Screen-Time: Relationships with Demographics and Sleep [J].
Christensen, Matthew A. ;
Bettencourt, Laura ;
Kaye, Leanne ;
Moturu, Sai T. ;
Nguyen, Kaylin T. ;
Olgin, Jeffrey E. ;
Pletcher, Mark J. ;
Marcus, Gregory M. .
PLOS ONE, 2016, 11 (11)
[4]  
Frances Allen, 2007, The DSM-IV Classification and Psychopharmacology
[5]   Sleep disorders and sleep deprivation: An unmet public health problem [J].
Harding, Kelli ;
Feldman, Michael .
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2008, 47 (04) :473-474
[6]  
Jones S. F., 2012, Yearbook of Pulmonary Disease, P204, DOI [10.1016/j.ypdi.2012.02.007, DOI 10.1016/J.YPDI.2012.02.007]
[7]   Stress, Sleep and Recovery in Elite Soccer: A Critical Review of the Literature [J].
Nedelec, Mathieu ;
Halson, Shona ;
Abaidia, Abd-Elbasset ;
Ahmaidi, Said ;
Dupont, Gregory .
SPORTS MEDICINE, 2015, 45 (10) :1387-1400
[8]  
Premakumar Weerappulige Nilantha, 2021, M.S. thesis,
[9]   Caffeine: Sleep and daytime sleepiness [J].
Roehrs, Timothy ;
Roth, Thomas .
SLEEP MEDICINE REVIEWS, 2008, 12 (02) :153-162
[10]   A review of predictive coding algorithms [J].
Spratling, M. W. .
BRAIN AND COGNITION, 2017, 112 :92-97