MUSIC-Based Breathing Rate Monitoring Using Wi-Fi CSI

Pin Jen Lai, Yu Shun Zhan, Wei Lien Yeh, Meng Lin Ku, Chih Min Yu

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

Since channel state information (CSI) data can be utilized to sense the subtle changes in the environment, such as chest movement, we provide the analysis of CSI amplitude and phase as a basis for estimating breathing rates. In this paper, a breathing rate monitoring system is proposed, in which CSI data is collected with Intel Wi-Fi Link 5300 wireless network interface card (NIC) and Linux 802.11n CSI Tool [1]. To this end, an antenna and subcarrier selection method is proposed to select those CSIs which are sensitive to respiratory thoracic changes. Furthermore, multiple signal classification (MUSIC) is applied as our research method in the estimation of breathing rates. Extensive experiments are conducted to validate the effectiveness of the proposed system. Our experimental results demonstrate that the proposed system can not only effectively distinguish the breathing state differences of fast, slow, and apnea but also achieve a certain accuracy in the calculation of the breathing rates.

原文???core.languages.en_GB???
主出版物標題2022 IEEE 13th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2022
編輯Satyajit Chakrabarti, Rajashree Paul
發行者Institute of Electrical and Electronics Engineers Inc.
頁面380-384
頁數5
ISBN(電子)9781665492997
DOIs
出版狀態已出版 - 2022
事件13th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2022 - Virtual, Online, United States
持續時間: 26 10月 202229 10月 2022

出版系列

名字2022 IEEE 13th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2022

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???13th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2022
國家/地區United States
城市Virtual, Online
期間26/10/2229/10/22

指紋

深入研究「MUSIC-Based Breathing Rate Monitoring Using Wi-Fi CSI」主題。共同形成了獨特的指紋。

引用此