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Determination of the sleep structure via radar monitoring of respiratory movements and motor activity

  • L. N. Anishchenko
  • A. S. Bugaev
  • S. I. Ivashov
  • A. B. Tataraidze
  • M. V. Bochkarev
  • L. S. Korostovtseva
  • Yu. V. Sviryaev
Applications of Radiotechnology and Electronics in Biology and Medicine
  • 55 Downloads

Abstract

The issue of long-term automatic determination of the human sleep structure through the analysis of respiratory movements and motor activity recorded using bioradiolocation is considered. An algorithm for the determination of the human sleep structure is developed. The potentiality of determining the sleep structure with an average quality of 0.5 Cohen’s kappa relative to the “gold standard” (polysomnography) for apparently both healthy test subjects and insomniacs is demonstrated.

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Copyright information

© Pleiades Publishing, Inc. 2017

Authors and Affiliations

  • L. N. Anishchenko
    • 1
  • A. S. Bugaev
    • 1
    • 3
  • S. I. Ivashov
    • 1
  • A. B. Tataraidze
    • 1
  • M. V. Bochkarev
    • 2
  • L. S. Korostovtseva
    • 2
  • Yu. V. Sviryaev
    • 2
  1. 1.Bauman Moscow State Technical University (National Research University)MoscowRussia
  2. 2.Almazov North-West Federal Medical Research CenterMinistry of Healthcare of the Russian FederationSt. PetersburgRussia
  3. 3.Moscow Institute of Physics and Technology (State University)Dolgoprudnyi, Moscow oblastRussia

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