Determination of the sleep structure via radar monitoring of respiratory movements and motor activity
- Authors: Anishchenko L.N.1, Bugaev A.S.1,2, Ivashov S.I.1, Tataraidze A.B.1, Bochkarev M.V.3, Korostovtseva L.S.3, Sviryaev Y.V.3
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Affiliations:
- Bauman Moscow State Technical University (National Research University)
- Moscow Institute of Physics and Technology (State University)
- Almazov North-West Federal Medical Research Center
- Issue: Vol 62, No 8 (2017)
- Pages: 886-893
- Section: Applications of Radiotechnology and Electronics in Biology and Medicine
- URL: https://journals.rcsi.science/1064-2269/article/view/198675
- DOI: https://doi.org/10.1134/S1064226917080022
- ID: 198675
Cite item
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.
About the authors
L. N. Anishchenko
Bauman Moscow State Technical University (National Research University)
Email: tataraidze@rslab.ru
Russian Federation, Moscow, 105005
A. S. Bugaev
Bauman Moscow State Technical University (National Research University); Moscow Institute of Physics and Technology (State University)
Email: tataraidze@rslab.ru
Russian Federation, Moscow, 105005; Dolgoprudnyi, Moscow oblast, 141700
S. I. Ivashov
Bauman Moscow State Technical University (National Research University)
Email: tataraidze@rslab.ru
Russian Federation, Moscow, 105005
A. B. Tataraidze
Bauman Moscow State Technical University (National Research University)
Author for correspondence.
Email: tataraidze@rslab.ru
Russian Federation, Moscow, 105005
M. V. Bochkarev
Almazov North-West Federal Medical Research Center
Email: tataraidze@rslab.ru
Russian Federation, St. Petersburg, 197341
L. S. Korostovtseva
Almazov North-West Federal Medical Research Center
Email: tataraidze@rslab.ru
Russian Federation, St. Petersburg, 197341
Yu. V. Sviryaev
Almazov North-West Federal Medical Research Center
Email: tataraidze@rslab.ru
Russian Federation, St. Petersburg, 197341