What Wrist Temperature Tells Us When We Sleep Late: A New Perspective of Sleep Health

Wei, Jing1,2; Zhang, Jin1; Boger, Jennifer2

10.1109/SmartWorld.2018.00145

2018

978-1-5386-9381-0

2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI)

764-771

8-12 Oct. 2018

Guangzhou, China

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

Research has shown that sleep is tied to our internal circadian rhythms and a long-term of misalignment between sleep and circadian rhythms can have harmful effects. Being able to detect circadian patterns is a key component to understanding and supporting a person's sleep. Wrist temperature has been shown to be correlated to circadian rhythm as well as sleep/wake status. In this paper, we explore the use of wrist temperature to evaluate sleep health of 14 participants over 111 days. Our results demonstrate that our sleep detection algorithm based on wrist temperature can be used to reliably estimate individual's daily sleep parameters and can be used to support sleep-based phase assessments. A wrist temperature trend-based assessment is also presented to identify when sleep time is misaligned with circadian rythm. This work provides the first steps in future sleep systems that take into account our internal bio-rhythms.

Sleep Circadian Rhythms Wrist Temperature mHealth

第一 ; 通讯

英语

CPCI-S ; EI

Shenzhen Science, Technology and Innovation Commission Basic Research Project[JCYJ 20160531190935987]

Computer Science ; Engineering

Computer Science, Theory & Methods ; Engineering, Electrical & Electronic

WOS:000458742900109

20190406418483

Big data ; mHealth ; Smart city ; Trusted computing ; Ubiquitous computing

Ergonomics and Human Factors Engineering:461.4 ; Data Processing and Image Processing:723.2

Web of Science

1.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen, Peoples R China
2.Univ Waterloo, Dept Syst Design Engn, Waterloo, ON, Canada

Wei, Jing,Zhang, Jin,Boger, Jennifer. What Wrist Temperature Tells Us When We Sleep Late: A New Perspective of Sleep Health[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2018:764-771.