Vital Signs Monitoring with RFID: Opportunities and Challenges

被引:34
|
作者
Liu, Xuan [1 ]
Yin, Jiangjin [2 ]
Liu, Yangyang [3 ]
Zhang, Shigeng [4 ,5 ]
Guo, Song [6 ]
Wang, Kun [7 ]
机构
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha, Hunan, Peoples R China
[2] Hunan Univ, Comp Sci Technol, Changsha, Hunan, Peoples R China
[3] Hunan Univ, Changsha, Hunan, Peoples R China
[4] Cent South Univ, Sch Comp Sci & Engn, Changsha, Hunan, Peoples R China
[5] Chinese Acad Sci, Beijing, Peoples R China
[6] Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China
[7] Univ Calif Los Angeles, Los Angeles, CA 90024 USA
来源
IEEE NETWORK | 2019年 / 33卷 / 04期
基金
中国国家自然科学基金;
关键词
D O I
10.1109/MNET.2019.1800014
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Vital signs monitoring plays an important role in health assessing, especially for elderly healthcare. Traditional vital signs monitoring systems are intrusive. They require the users to wear or attach dedicated sensors and thus are inconvenient to use. Although recently developed contactless vital signs monitoring approaches (e.g., those based on WiFi sensing) become friendly, they cannot differentiate multiple target users. This article envisions the opportunity of utilizing the radio frequency identification (RFID) technology to perform accurate vital signs monitoring, which can combine the merit of contactless convenience as well as the advantage in distinguishing different users. We introduce the basic ideas of using RFID to perform vital signs monitoring and discuss the challenges to be addressed before the ideas can be put into practice. With commodity RFID devices, we implement a breath monitoring prototype that can accurately monitor the user's breath even when the user is moving. The prototype achieves over 97 percent accuracy in estimating breath rate and below 8 percent error in estimating individual breath length.
引用
收藏
页码:126 / 132
页数:7
相关论文
共 50 条
  • [1] Data Modelling for Dynamic Monitoring of Vital Signs: Challenges and Perspectives
    Kozmina, Natalija
    Syundyukov, Emil
    Kozmins, Aleksejs
    [J]. ADVANCES IN CONCEPTUAL MODELING, ER 2017, 2017, 10651 : 16 - 25
  • [2] The value of monitoring respiratory and vital signs during food challenges
    Van Erp, F.
    Knulst, A. C.
    Van der Ent, C. K.
    Meijer, Y.
    [J]. ALLERGY, 2016, 71 : 134 - 135
  • [3] Contactless Vital Signs Monitoring
    King, Paul H.
    Wang, Wenjin
    Wang, Xuyu
    [J]. IEEE PULSE, 2022, 13 (06) : 39 - 40
  • [4] Challenges in Real-Time Vital Signs Monitoring for Persons During Exercises
    Hara S.
    Yomo H.
    Miyamoto R.
    Kawamoto Y.
    Okuhata H.
    Kawabata T.
    Nakamura H.
    [J]. Hara, Shinsuke (hara@info.eng.osaka-cu.ac.jp), 1600, Springer Science and Business Media, LLC (24): : 91 - 108
  • [5] RFID Technology: Opportunities and Challenges
    Madni, Asad M.
    Chalasani, Suresh
    Boppana, Rajendra V.
    [J]. IEEE SYSTEMS JOURNAL, 2007, 1 (02): : 78 - 81
  • [6] Textile Sensor for Monitoring Vital Signs
    Gagarin, Ruthsenne
    Huang, Gui Chao
    Rabbi, Ahmed
    Iskander, Magdy F.
    [J]. 2014 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM (APSURSI), 2014, : 965 - 966
  • [7] Monitoring Earth's vital signs
    King, MD
    Herring, DD
    [J]. SCIENTIFIC AMERICAN, 2000, 282 (04) : 92 - 97
  • [8] Vital signs monitoring goes into the cloud
    Varnava, Christiana
    [J]. NATURE ELECTRONICS, 2019, 2 (10) : 432 - 432
  • [9] Remote monitoring of vital physiological signs
    Kho, YY
    Saim, HB
    Soon, CF
    [J]. 2002 STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT, PROCEEDINGS: GLOBALIZING RESEARCH AND DEVELOPMENT IN ELECTRICAL AND ELECTRONICS ENGINEERING, 2002, : 69 - 71
  • [10] Vital signs monitoring goes into the cloud
    Christiana Varnava
    [J]. Nature Electronics, 2019, 2 : 432 - 432