Browsing Electrical Engineering by Subject "Continuous Wavelet Transform"

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Automated sleep stage identification system based on time–frequency analysis of a single EEG channel and random forest classifier

Fraiwan, Luay; Lweesy, Khaldon; Khasawneh, Natheer; Wenzd, Heinrich; Dickhause, Hartmut (Elsevier, 2012-10)

In this work, an efficient automated new approach for sleep stage identification based on the new standard of the American academy of sleep medicine (AASM) is presented. The propose approach employs time–frequency analysis ...