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Development of Sleep Quality Index Using Heart Rate

Title
Development of Sleep Quality Index Using Heart Rate
Authors
Kim, Dong JooSon, Chang SikKang, Won-Seok
DGIST Authors
Kim, Dong Joo; Son, Chang Sik; Kang, Won-Seok
Issue Date
2016
Citation
International Journal of Biomedical and Biological Engineering, 10(7), 405-409
Type
Article
Article Type
Article
ISSN
2010-3778
Abstract
Adequate sleep affects various parts of one’s overall physical and mental life. As one of the methods in determining the appropriate amount of sleep, this research presents a heart rate based sleep quality index. In order to evaluate sleep quality using the heart rate, sleep data from 280 subjects taken over one month are used. Their sleep data are categorized by a three-part heart rate range. After categorizing, some features are extracted, and the statistical significances are verified for these features. The results show that some features of this sleep quality index model have statistical significance. Thus, this heart rate based sleep quality index may be a useful discriminator of sleep.
URI
http://hdl.handle.net/20.500.11750/6484
http://scholar.waset.org/1307-6892/10004859
DOI
10.1999/1307-6892/10004859
Publisher
World Academy of Science, Engineering and Technology
Related Researcher
  • Author Kang, Won-Seok  
  • Research Interests Data Mining & Machine Learning for Text & Multimedia, Brain-Sense-ICTConvergence Computing, Computational Olfaction Measurement, Simulation&Modeling
Files:
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Collection:
ETC1. Journal Articles


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