A Sleep Monitoring System Based on Cloud Architecture

DOI

10.2991/aiie-15.2015.30How to use a DOI?

Keywords

cloud architecture; sleep monitoring; CSI, questionnaire

Abstract

Current sleep monitoring systems are often limited to sleep clinics and the patient may feel uncomfortable due to the numerous wired sensors attached totheir body. Meanwhile most of existing worksrelated to sleep qualityrarely use questionnaireas a scoring tool.Even though several works have used questionnaires, users need to fill out the questionnaire every day. This paper proposes a novel sleep monitoring method using a smart sensor under the mattress without requiring users to wear special devices and fill out the whole questionnaire every day.The real-time data received from the sensor will be analysed and processed in the cloud server using an algorithm based on CSI. A client application is also developed to tell users how theyslept and how to sleep better. Finally a set of experiments are conducted to verify the effectiveness and feasibility of the system. The result shows that accuracy of the system is more than 90 per cent.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Z.H. Li
AU  - Z.Q. Yu
AU  - W.L. Zhang
PY  - 2015/07
DA  - 2015/07
TI  - A Sleep Monitoring System Based on Cloud Architecture
BT  - Proceedings of the 2015 International Conference on Artificial Intelligence and Industrial Engineering
PB  - Atlantis Press
SP  - 107
EP  - 109
SN  - 1951-6851
UR  - https://doi.org/10.2991/aiie-15.2015.30
DO  - 10.2991/aiie-15.2015.30
ID  - Li2015/07
ER  -