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A review of signals used in sleep analysis

期刊

PHYSIOLOGICAL MEASUREMENT
卷 35, 期 1, 页码 R1-R57

出版社

IOP PUBLISHING LTD
DOI: 10.1088/0967-3334/35/1/R1

关键词

actigraphy; audio; electrocardiogram; electroencephalogram; photoplethysmogram; respiration; signal processing; sleep

资金

  1. RCUK Digital Economy Programme [EP/G036861/1]
  2. CIBER de Bioingenieria, Biomateriales y Nanomedicina through Instituto de Salud Carlos III
  3. FEDER (Spain) [TEC2010-21703-C03-02]
  4. MINECO
  5. FEDER
  6. GTC T-30 from DGA (Spain)
  7. European Social Fund (EU)
  8. Engineering and Physical Sciences Research Council
  9. Balliol French Anderson Scholarship Fund
  10. National Institutes of Health
  11. American Heart Association
  12. Technical University of Sydney [LP100200842]
  13. Sino-German Center for Research Promotion [GZ 538]
  14. German Ministry for Education and Research [01EZ1132]
  15. Wellcome Trust [098461/Z/12/Z]
  16. EPSRC [EP/K020161/1]
  17. Engineering and Physical Sciences Research Council [EP/K020161/1] Funding Source: researchfish
  18. NATIONAL HEART, LUNG, AND BLOOD INSTITUTE [K24HL093218] Funding Source: NIH RePORTER

向作者/读者索取更多资源

This article presents a review of signals used for measuring physiology and activity during sleep and techniques for extracting information from these signals. We examine both clinical needs and biomedical signal processing approaches across a range of sensor types. Issues with recording and analysing the signals are discussed, together with their applicability to various clinical disorders. Both univariate and data fusion (exploiting the diverse characteristics of the primary recorded signals) approaches are discussed, together with a comparison of automated methods for analysing sleep.

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