Calorie map: An activity intensity monitoring system based on wireless signals

Ting Hui Chiang, Yi Ta Chuang, Chia Liang Ke, Ling-Jyh Chen, Yu Chee Tseng

研究成果: 書貢獻/報告類型會議論文篇章

3 引文 斯高帕斯(Scopus)

摘要

Recently, elder care services, especially for those with chronic diseases, have become an important application in the field of IoT. Several studies have reported that the progress of chronic diseases can be slowed down effectively by moderate physical activities. In this paper, we propose an activity intensity monitoring system to support continuous monitoring of indoor calorie consumption. The system uses wireless signals to infer calorie burned in walking. In the proposed system, Bluetooth smart beacons are deployed in various spaces of a house. The elders who wear smart wristbands are continuously monitored for their locations by received wireless signals. The system has the following features. First, it utilizes wireless signals as location and activity intensity indicators; inertial sensors are only used in the training stage. Second, it is semi-training free and only needs relatively short training time to start using the monitoring services. Finally, the system is map-free, in the sense that it can be easily deployed without constructing the interior map of the house. A prototype system is implemented on a smartphone to evaluate the feasibility of the proposed system.

原文英語
主出版物標題2017 IEEE Wireless Communications and Networking Conference, WCNC 2017 - Proceedings
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781509041831
DOIs
出版狀態已發佈 - 2017 五月 10
事件2017 IEEE Wireless Communications and Networking Conference, WCNC 2017 - San Francisco, 美国
持續時間: 2017 三月 192017 三月 22

出版系列

名字IEEE Wireless Communications and Networking Conference, WCNC
ISSN(列印)1525-3511

其他

其他2017 IEEE Wireless Communications and Networking Conference, WCNC 2017
國家美国
城市San Francisco
期間2017/03/192017/03/22

ASJC Scopus subject areas

  • Engineering(all)

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