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

doi:10.1134/S1064226917080022

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

作者: 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
隶属关系:
1. Bauman Moscow State Technical University (National Research University)
2. Moscow Institute of Physics and Technology (State University)
3. Almazov North-West Federal Medical Research Center
期: 卷 62, 编号 8 (2017)
页面: 886-893
栏目: 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

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详细

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.