The 10 most recently published documents
This document presents an algorithm for a non-obtrusive recognition of Sleep/Wake states using signals derived from ECG, respiration, and body movement captured while lying in a bed. As a core mathematical base of system data analytics, multinomial logistic regression techniques were chosen. Derived parameters of the three signals are used as the input for the proposed method. The overall achieved accuracy rate is 84% for Wake/Sleep stages, with Cohen’s kappa value 0.46. The presented algorithm should support experts in analyzing sleep quality in more detail. The results confirm the potential of this method and disclose several ways for its improvement.
I4 Production
(2017)
Industry 4.0
(2017)
Die Digitalisierung und Flexibilisierung der Fertigung wird die Arbeitsbedingungen und Prozesse genauso wie Geschäftsmodelle stark verändern. In der Praxis ist gegenwärtig eine wachsende Diskrepanz zwischen Großunternehmen und KMUs erkennbar. Die Lernfabrik an der HTWG Konstanz will genau dies überbrücken.
Modellfabrik Bodensee
(2017)
