Activity recognition and nutrition monitoring in every day situations with a textile capacitive neckband

Jingyuan Cheng, Sebastian Wille, Bo Zhou, Norbert When, Kai Kunze, Jens Weppner, Carl Christian Rheinländer, Paul Lukowicz

研究成果: Conference contribution

25 被引用数 (Scopus)

抄録

We build on previous work [5] that demonstrated, in simple isolated experiments, how head and neck related events (e.g. swallowing, head motion) can be detected using an unobtrusive, textile capacitive sensor integrated in a collar like neckband. We have now developed a 2nd generation that allows long term recording in real life environments in conjunction with a low power Bluetooth enabled smart phone. It allows the system to move from the detection of individual swallows which is too unreliable for practical applications to an analysis of the statistical distribution of swallow frequency. Such an analysis allows the detection of "nutrition events" such as having lunch or breakfast. It also allows us to see the general level of activity and distinguish between just being absolutely quiet (no motion) and sleeping. The neckband can be useful in a variety of applications such as cognitive disease monitoring and elderly care.

本文言語English
ホスト出版物のタイトルUbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing
ページ155-158
ページ数4
DOI
出版ステータスPublished - 2013
外部発表はい
イベント2013 ACM Conference on Ubiquitous Computing, UbiComp 2013 - Zurich, Switzerland
継続期間: 2013 9月 82013 9月 12

出版物シリーズ

名前UbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing

Other

Other2013 ACM Conference on Ubiquitous Computing, UbiComp 2013
国/地域Switzerland
CityZurich
Period13/9/813/9/12

ASJC Scopus subject areas

  • ソフトウェア

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