Sleep Bioradiolocation Database

When using this data, please cite:

A. Tataraidze, L. Korostovtseva, L. Anishchenko, M. Bochkarev, Y. Sviryaev, S. Ivashov, "Bioradiolocation-based sleep stage classification”, Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2016. P. 2839–2842. DOI: 10.1109/EMBC.2016.7591321.

Please also include the standard citation for PhysioNet:

Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng C-K, Stanley HE. PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. Circulation 101(23):e215-e220 [Circulation Electronic Pages; http://circ.ahajournals.org/cgi/content/full/101/23/e215]; 2000 (June 13).

Introduction

The database contains 32 records of non-contact sleep monitoring by a bioradar. The records are accompanied by results of sleep scoring, based on polysomnography according to the rules of the American Academy of Sleep Medicine.

Data Collection

The database contains 32 records of non-contact sleep monitoring by a bioradar. The records are accompanied by results of sleep scoring. Sleep stages were scored by an experienced and certified physician based on polysomnography (Embla N7000) according to the rules of the American Academy of Sleep Medicine. All subjects were free from sleep-disordered breathing and sleep related movement disorders. Insomnia was diagnosed in 4 subjects. Information about subject characteristics is presented in subjects.xlsx. The bioradar was developed at the Remote Sensing Laboratory of Bauman Moscow State Technical University. Its characteristics are shown below.

Files

Each record includes an annotation file and an EDF file with bioradiolocation signals. The EDF files include 16 signals S1-S16. Odd signals contain an in-phase (I) component, while a quadrature (Q) component is contained in the even signals. So, I and Q for the first operating frequency are in S1-S2, for the second are in S3-S4, etc. Annotations are given in WFDB format. The annotation coding scheme is:

Contributors

Alexander Tataraidze, Lesya Anishchenko, Sergey Ivashov (Remote Sensing Laboratory, Bauman Moscow State Technical University, Moscow, Russia) and Lyudmila Korostovtseva, Michail Bochkarev, Yuriy Sviryaev (Somnology Group, Almazov National Medical Research Centre, St. Petersburg, Russia).

Contact

Alexander Tataraidze: tataraidze@rslab.ru
Lesya Anishchenko: anishchenko@rslab.ru

Icon  Name                    Last modified      Size  Description
[PARENTDIR] Parent Directory - [   ] subjects.xlsx 2018-02-02 15:44 10K [   ] sbj32.edf.atr 2018-02-02 15:43 13K reference annotations [   ] sbj32.edf 2018-02-02 15:43 53M [   ] sbj31.edf.atr 2018-02-02 15:43 14K reference annotations [   ] sbj31.edf 2018-02-02 15:43 54M [   ] sbj30.edf.atr 2018-02-02 15:43 13K reference annotations [   ] sbj30.edf 2018-02-02 15:43 49M [   ] sbj29.edf.atr 2018-02-02 15:43 14K reference annotations [   ] sbj29.edf 2018-02-02 15:43 54M [   ] sbj28.edf.atr 2018-02-02 15:43 13K reference annotations [   ] sbj28.edf 2018-02-02 15:43 50M [   ] sbj27.edf.atr 2018-02-02 15:43 15K reference annotations [   ] sbj27.edf 2018-02-02 15:43 58M [   ] sbj26.edf.atr 2018-02-02 15:43 13K reference annotations [   ] sbj26.edf 2018-02-02 15:43 51M [   ] sbj25.edf.atr 2018-02-02 15:43 12K reference annotations [   ] sbj25.edf 2018-02-02 15:43 47M [   ] sbj24.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj24.edf 2018-02-02 15:43 42M [   ] sbj23.edf.atr 2018-02-02 15:43 12K reference annotations [   ] sbj23.edf 2018-02-02 15:43 47M [   ] sbj22.edf.atr 2018-02-02 15:43 13K reference annotations [   ] sbj22.edf 2018-02-02 15:43 50M [   ] sbj21.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj21.edf 2018-02-02 15:43 42M [   ] sbj20.edf.atr 2018-02-02 15:43 15K reference annotations [   ] sbj20.edf 2018-02-02 15:43 58M [   ] sbj19.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj19.edf 2018-02-02 15:43 42M [   ] sbj18.edf.atr 2018-02-02 15:43 15K reference annotations [   ] sbj18.edf 2018-02-02 15:43 57M [   ] sbj17.edf.atr 2018-02-02 15:43 12K reference annotations [   ] sbj17.edf 2018-02-02 15:43 48M [   ] sbj16.edf.atr 2018-02-02 15:43 14K reference annotations [   ] sbj16.edf 2018-02-02 15:43 53M [   ] sbj15.edf.atr 2018-02-02 15:43 13K reference annotations [   ] sbj15.edf 2018-02-02 15:43 52M [   ] sbj14.edf.atr 2018-02-02 15:43 9.2K reference annotations [   ] sbj14.edf 2018-02-02 15:43 36M [   ] sbj13.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj13.edf 2018-02-02 15:43 43M [   ] sbj12.edf.atr 2018-02-02 15:43 12K reference annotations [   ] sbj12.edf 2018-02-02 15:43 46M [   ] sbj11.edf.atr 2018-02-02 15:43 15K reference annotations [   ] sbj11.edf 2018-02-02 15:43 57M [   ] sbj10.edf.atr 2018-02-02 15:43 17K reference annotations [   ] sbj10.edf 2018-02-02 15:43 65M [   ] sbj09.edf.atr 2018-02-02 15:43 8.8K reference annotations [   ] sbj09.edf 2018-02-02 15:43 34M [   ] sbj08.edf.atr 2018-02-02 15:43 10K reference annotations [   ] sbj08.edf 2018-02-02 15:43 41M [   ] sbj07.edf.atr 2018-02-02 15:43 9.8K reference annotations [   ] sbj07.edf 2018-02-02 15:43 38M [   ] sbj06.edf.atr 2018-02-02 15:43 12K reference annotations [   ] sbj06.edf 2018-02-02 15:43 48M [   ] sbj05.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj05.edf 2018-02-02 15:43 42M [   ] sbj04.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj04.edf 2018-02-02 15:43 43M [   ] sbj03.edf.atr 2018-02-02 15:43 11K reference annotations [   ] sbj03.edf 2018-02-02 15:43 43M [   ] sbj02.edf.atr 2018-02-02 15:43 17K reference annotations [   ] sbj02.edf 2018-02-02 15:43 66M [   ] sbj01.edf.atr 2018-02-02 15:43 12K reference annotations [   ] sbj01.edf 2018-02-02 15:43 46M [   ] RECORDS 2018-02-02 15:43 352 list of record names

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Updated Friday, 28 October 2016 at 16:58 EDT

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