TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Gaiduk, Maksym
A1  - Seepold, Ralf
A1  - Martínez Madrid, Natividad
ED  - Conti, Massimo
T1  - Classification of sleep stages: commonly used methods and main aims for the improvement
T2  - AnBiPa 2016 : proceedings of the International Workshop on Analysis of Biometric Parameters to Detect Relationship between Stress and Sleep Quality : November 4, 2016, Università Politecnica delle Marche, Ancona, Italy
N2  - To analyze the humans’ sleep it is necessary as to identify the sleep stages, occurring during the sleep, their durations and sleep cycles. The gold standard procedure for this approach is polysomnography (PSG), which classify the sleep stages based on Rechtschaffen and Kales (R-K) method. This method aside the advantages as high accuracy has however some disadvantages, among others time-consuming and uncomfortable for the patient procedure. Therefore, the development of further methods for the sleep classification in addition to PSG is a promising topic for the investigation and this work has as its aim the presentation of possible ways and goals for this development.
KW  - sleep classification
KW  - polysomnography
KW  - actigraphy
KW  - sleep cycles
KW  - sleep stages
KW  - biovital data
Y1  - 2017
SN  - 978-88-87548-09-9
SB  - 978-88-87548-09-9
SP  - 15
EP  - 17
S1  - 3
PB  - Università Politecnica delle Marche
CY  - Ancona
ER  -