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Non-invasive sleep analysis with intelligent sensors

  • Sleep study can be used for detection of sleep quality and in general bed behaviors. These results can helpful for regulating sleep and recognizing different sleeping disorders of human. In comparison to the leading standard measuring system, which is Polysomnography (PSG), the system proposed in this work is a non-invasive sleep monitoring device. For continuous analysis or home use, the PSG or wearable Actigraphy devices tends to be uncomfortable. Besides, these methods not only decrease practicality due to the process of having to put them on, but they are also very expensive. The system proposed in this paper classifies respiration and body movement with only one type of sensor and also in a noninvasive way. The sensor used is a pressure sensor. This sensor is low cost and can be used for commercial proposes. The system was tested by carrying out an experiment that recorded the sleep process of a subject. These recordings showed excellent results in the classification of breathing rate and body movements.

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Metadaten
Author:Maksym GaidukORCiD, Ralf SeepoldORCiDGND, Simone Orcioni, Massimo ContiORCiD, Natividad Martínez MadridORCiD
Parent Title (English):Smart-Future-Living-Bodensee : Proceedings of International Workshop, 24. November 2017, Hochschule Konstanz
Document Type:Conference Proceeding
Language:English
Year of Publication:2018
Opac ID:Im Katalog der Hochschule Konstanz ansehen
Release Date:2019/01/16
Tag:Pressure sensor; Signal processing; Sleep; Sleep study
First Page:23
Last Page:26
Institutes:Fakultät Informatik
Open Access?:Ja
Relevance:Wissenschaftliche Publikation im Selbstverlag bzw. der HTWG zur nachrichtlichen Aufführung