000 02788nla2a2200553 4500
001 183104
005 20231029195155.0
035 _a(RuTPU)RU\TPU\book\198482
035 _aRU\TPU\book\198481
090 _a183104
100 _a20100701d2007 k y0rusy50 ca
101 1 _aeng
_crus
102 _aRU
135 _adrnn ---uucaa
200 1 _aTechnique of automated hypnogram construction
_bElectronic resource
_fE. S. Zakharov, P. P. Kravchenko, A. A. Skomorokhov
203 _aText
_celectronic
215 _a1 файл (437 Кб)
225 1 _aControl, computer engineeringand information science
230 _aЭлектронные текстовые данные (1 файл : 437 Кб)
300 _aЗаглавие с титульного листа
300 _aЭлектронная версия печатной публикации
320 _a[Bibliography: p. 126 (7 titles)]
330 _aThe technique of automated sleep stage recognition and hypnogram construction has been considered. For partition of initial polysomnogram by segments obtained as a result of patient sleep monitoring the signal energy is analyzed using nonlinear energy controller. Frequency weighted energy is calculated for all registered signals then averaging and segmentation occur according to monitored signals behavior. Secondary index vector which is used at transition from segments to fixed duration periods is formed for segments. One or another sleep stage is finally assigned to the period by correlation analysis. Accuracy of the developed algorithm is connected with quantity of considered secondary indices, maximally detailed description of sleep stage characteristics and realization of training by manually prepared examples
337 _aAdobe Reader
461 1 _0(RuTPU)RU\TPU\book\169973
_tBulletin of the Tomsk Polytechnic University
_fTomsk Polytechnic University (TPU)
_d2006-2007
463 1 _0(RuTPU)RU\TPU\book\198425
_tVol. 311, № 5
_v[P. 123-126]
_d2007
_p132 p.
610 1 _ahypnograms
610 1 _aautomated recognition
610 1 _asleep
610 1 _asegments
610 1 _apolysomnograms
610 1 _amonitoring
610 1 _apatients
610 1 _asignals
610 1 _aenergy controllers
610 1 _afrequency weighted energy
610 1 _avectors
610 1 _acorrelation analysis
610 1 _asecondary indices
610 1 _aexamples
610 1 _aэлектронный ресурс
675 _a681.3.06:518.5.001.57:612.821.7
_v3
700 1 _aZakharov
_bE. S.
701 1 _aKravchenko
_bP. P.
701 1 _aSkomorokhov
_bA. A.
801 1 _aRU
_b63413507
_c20090623
_gPSBO
801 2 _aRU
_b63413507
_c20110331
_gPSBO
856 4 _uhttp://www.lib.tpu.ru/fulltext/v/Bulletin_TPU/2007/v311eng/i5/28.pdf
942 _cCF