Analysing EEG signals for detection of mind awake stage and sleep deprivation stage

Human brains work has always been attractive and challenging to researchers for a decade of time. Brain computer interface (BCI) is now an imperative area for brain research. Various methods are used to record the brain signals and analyse that signals. One of the methods in which recording of electrical activity along the surface of scalp. In this paper, we study the problem of mind awake stage signal and mind sleep stage signal by taking different-different criteria. There are a lot of mind activity detection research in the field but most of those study use EEG devices with several channels. In this study, we focus on analysing activity using an EEG device with single channel way method. In this paper we exclude human paralysis and coma state.