Maksym Gaiduk presents the recent research results.

The approach presented at the German Sleep Society Comgress in Hamburg has several unique selling points: First, it uses exclusively bio-vital signals from the human body that can be measured non-invasively: respiration, heart rate, and movement. Second, an innovative set of derived parameters for sleep/wake state detection is proposed. This selection is the result of explorative data analysis. Finally, another unique feature is the application of multinomial logistic regression to sleep/wake state detection.  The results already obtained have confirmed the potential of the chosen approach.