Presentation + Paper
27 March 2019 Sleep monitoring using an infrared thermal array sensor
Zhangjie Chen , Ya Wang
Author Affiliations +
Abstract
Recently, sleep evaluation has attracted lots of attention as sleep disorders have become a public health problem that causes cumulative effect on physical and mental health. Poor sleep qualities can lead to adverse effects on performance of basic activities in normal life such as memorization, concertation and learning especially among elderlies. Sleep posture is one of the keys factors that evaluates sleep qualities to prevent medical conditions such as pressure ulcer formation. In this paper, a sleep monitoring system is developed based on an infrared array sensor to detect different sleep postures. Motion and presence detections are performed and achieved an accuracy over 90%. And eleven different postures can be successfully identified with an accuracy above 95% in controlled lab environment. As the infrared array sensor has the unique property of non-contact, non-privacy invasion and passive sensing, it provides an unobtrusive, low cost and convenient method of long-term sleep monitoring.
Conference Presentation
© (2019) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Zhangjie Chen and Ya Wang "Sleep monitoring using an infrared thermal array sensor", Proc. SPIE 10970, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019, 109701D (27 March 2019); https://doi.org/10.1117/12.2515515
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CITATIONS
Cited by 3 scholarly publications.
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KEYWORDS
Sensors

Infrared sensors

Motion detection

Data modeling

Infrared radiation

Thermography

Feature selection

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