skip to main content
10.1145/3495243.3558275acmconferencesArticle/Chapter ViewAbstractPublication PagesmobicomConference Proceedingsconference-collections
poster

MMCamera: an imaging modality for future RF-based physiological sensing

Published:14 October 2022Publication History

ABSTRACT

By leveraging the mechanical motions on the body surface conducted by physiological activities, many works have achieved radio-frequency(RF)-based physiological sensing. However, previous works generally simplify the model on both the mechanism of physiological motion and the signal propagation around the human body, which leads to the loss of valuable information. In this paper, we introduce the concept of micro-motion(MM) camera to provide a more cognitive imaging modality to observe torso surface motion comprehensively so as to dynamically image the motions of the breath and cardiac activities. We develop a sub-6G MMCamera prototype system. The camera functionality is implemented to prove the concept novelty from the view of respiratory-cardiovascular system monitoring. Our result shows that the proposed system could provide fine-grid torso surface motion imaging with breath and cardiac activities distributed over the entire thorax and abdomen.

References

  1. Fadel Adib, Hongzi Mao, Zachary Kabelac, Dina Katabi, and Robert C Miller. 2015. Smart homes that monitor breathing and heart rate. In Proceedings of the 33rd annual ACM conference on human factors in computing systems. 837--846.Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Wen-Yen Lin, Wen-Cheng Chou, Po-Cheng Chang, Chung-Chuan Chou, Ming-Shien Wen, Ming-Yun Ho, Wen-Chen Lee, Ming-Jer Hsieh, Chung-Chih Lin, Tsai-Hsuan Tsai, et al. 2016. Identification of location specific feature points in a cardiac cycle using a novel seismocardiogram spectrum system. IEEE journal of biomedical and health informatics 22, 2 (2016), 442--449.Google ScholarGoogle Scholar
  3. Christoph Schranz, Christian Knöbel, Jörn Kretschmer, Zhanqi Zhao, and Knut Möller. 2011. Hierarchical parameter identification in models of respiratory mechanics. IEEE transactions on biomedical engineering 58, 11 (2011), 3234--3241.Google ScholarGoogle ScholarCross RefCross Ref
  4. Dongheng Zhang, Yang Hu, and Yan Chen. 2020. MTrack: Tracking Multiperson Moving Trajectories and Vital Signs With Radio Signals. IEEE Internet of Things Journal 8, 5 (2020), 3904--3914.Google ScholarGoogle ScholarCross RefCross Ref

Index Terms

  1. MMCamera: an imaging modality for future RF-based physiological sensing

    Recommendations

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in
    • Published in

      cover image ACM Conferences
      MobiCom '22: Proceedings of the 28th Annual International Conference on Mobile Computing And Networking
      October 2022
      932 pages
      ISBN:9781450391818
      DOI:10.1145/3495243

      Copyright © 2022 Owner/Author

      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 14 October 2022

      Check for updates

      Qualifiers

      • poster

      Acceptance Rates

      Overall Acceptance Rate440of2,972submissions,15%

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader