Data fusion enabled approach for sleep-aware applications

Fan Yang*, Yuting Yang, Jiancong Ye, Xiping Hu*, Zhaolong Ning, Jianbo Zheng*

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In the big data era, thousands of hundreds of devices play the role of data producer as well as data consumer. However, wireless devices bear the power exhausted problem in various situations. How to balance the trade-off between data processing speed and power efficiency is meaningful to be researched. In this study, we propose a Sleep Data Fusion Networks module (SFDN) which has a star topology Bluetooth network to fuse data of sleep-aware applications basing on our designed application protocol. In the network, a center Bluetooth device fuses data generated from target node Bluetooth devices. Due to the low power consumption of Bluetooth as well as connection safety, our method is a better choice for a long lifetime and non-real time sleep data processing and fusion tasks then the Wi-Fi-based approach used in EAST and Smart-Alarm sleep-aware applications.

源语言英语
主期刊名2020 IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781728162676
DOI
出版状态已出版 - 1 3月 2021
已对外发布
活动22nd IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020 - Shenzhen, 中国
期限: 1 3月 20212 3月 2021

出版系列

姓名2020 IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020

会议

会议22nd IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020
国家/地区中国
Shenzhen
时期1/03/212/03/21

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