REM sleep classification with respiration rates

Gih Sung Chung, Byoung Hoon Choi, Ko Keun Kim, Yong Gyu Lim, Jinwook Choi, Do Un Jeong, Kwangsuk Park

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

12 Citations (Scopus)

Abstract

Polysomnagraphy, the method evaluating the sleep quality, is the reliable and standard method. However, to perform it, subject has to attach many sensors to their body. It seems intrusive, tangled and interrupting the subjects sleep. For the sake of monitoring the daily sleep pattern, simple method measuring the biosignal nonintrusively is needed. At that point, respiration is a beneficial signal, because it can be easily acquired by check the change of the thorax or abdomen. Respiration is one of the representatives of the reflection of the autonomic nervous system. According to the transition of the sleep stages, autonomic nervous system also changes and it can be shown by respiration. In this study, REM and non-REM sleep is classified by only using respiration for the 3 subjects. To enhance the performance, activity signal acquired by load-cell installed bed is added to divide the wake and REM sleep. At the results, hypnograms with polysomnagraphic data is compared with them. It can be seen that high correlation between the REM sleep and increasing pattern of the respiration rates.

Original languageEnglish
Title of host publication6th International Special Topic Conference on ITAB, 2007
Pages194-197
Number of pages4
DOIs
StatePublished - 28 Aug 2008
Event6th International Special Topic Conference on ITAB, 2007 - Tokyo, Japan
Duration: 8 Nov 200711 Nov 2007

Other

Other6th International Special Topic Conference on ITAB, 2007
CountryJapan
CityTokyo
Period8/11/0711/11/07

Fingerprint

Neurology
Sleep
Monitoring
Sensors

Keywords

  • REM sleep
  • Respiration rate
  • Sleep staging

Cite this

Chung, G. S., Choi, B. H., Kim, K. K., Lim, Y. G., Choi, J., Jeong, D. U., & Park, K. (2008). REM sleep classification with respiration rates. In 6th International Special Topic Conference on ITAB, 2007 (pp. 194-197). [4407379] https://doi.org/10.1109/ITAB.2007.4407379
Chung, Gih Sung ; Choi, Byoung Hoon ; Kim, Ko Keun ; Lim, Yong Gyu ; Choi, Jinwook ; Jeong, Do Un ; Park, Kwangsuk. / REM sleep classification with respiration rates. 6th International Special Topic Conference on ITAB, 2007. 2008. pp. 194-197
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Chung, GS, Choi, BH, Kim, KK, Lim, YG, Choi, J, Jeong, DU & Park, K 2008, REM sleep classification with respiration rates. in 6th International Special Topic Conference on ITAB, 2007., 4407379, pp. 194-197, 6th International Special Topic Conference on ITAB, 2007, Tokyo, Japan, 8/11/07. https://doi.org/10.1109/ITAB.2007.4407379

REM sleep classification with respiration rates. / Chung, Gih Sung; Choi, Byoung Hoon; Kim, Ko Keun; Lim, Yong Gyu; Choi, Jinwook; Jeong, Do Un; Park, Kwangsuk.

6th International Special Topic Conference on ITAB, 2007. 2008. p. 194-197 4407379.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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Chung GS, Choi BH, Kim KK, Lim YG, Choi J, Jeong DU et al. REM sleep classification with respiration rates. In 6th International Special Topic Conference on ITAB, 2007. 2008. p. 194-197. 4407379 https://doi.org/10.1109/ITAB.2007.4407379