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Automated Recognition of Sleep Stages by Electroencephalograms

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1 Author(s)
Bezruk, V. ; Kharkov Nat. Univ. of Radio Electron., Kharkov

Peculiarities of solving the problems of the automated recognition of the sleep stages by electroencephalograms with various artifacts are considered. It is offered to use the autoregressive algorithm for recognition of the specified random signals in the presence of the unknown signals. Results of the sleep stages recognition algorithm investigations using the method of statistical simulation based on the EEG sampling for six stages of sleep are given.

Published in:

CAD Systems in Microelectronics, 2007. CADSM '07. 9th International Conference - The Experience of Designing and Applications of

Date of Conference:

19-24 Feb. 2007