Novel Algorithm to Classify Sleep Stages

Abstract

This paper presents a new algorithm to classify the multiple stages of sleeping. In this algorithm, the novel feature vector in the time domain is proposed. Various machine learning models were utilized to classify sleeping problems in four categories. The results of this research outperform previous studies and shows high potential in real-time application.