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Location Independent Vital Sign Monitoring and Gesture Recognition Using Wi-Fi

  • Daqing Zhang*
  • , Kai Niu
  • , Jie Xiong
  • , Fusang Zhang
  • , Shengjie Li
  • *此作品的通讯作者
  • Peking University
  • Institut Polytechnique de Paris
  • University of Massachusetts
  • CAS - Institute of Software

科研成果: 书/报告/会议事项章节章节同行评审

摘要

Recent years have witnessed the rapid progress of Wi-Fi based contactless sensing. Compared to traditional wearable based approaches, Wi-Fi sensing does not require the target to wear any sensors and is able to capture rich context information of human target in a non-intrusive manner. Though promising, one major issue hindering the adoption of Wi-Fi sensing is the location and orientation dependence of the performance, i.e., if the human target changes the location or orientation, the sensing performance may degrade significantly. This chapter delves into this issue, analyzes the factors affecting the sensing performance and presents solutions to addressing this issue, moving Wi-Fi sensing one step closer towards real-life deployment.

源语言英语
主期刊名Intelligent Systems Reference Library
出版商Springer Science and Business Media Deutschland GmbH
185-202
页数18
DOI
出版状态已出版 - 2021
已对外发布

出版系列

姓名Intelligent Systems Reference Library
200
ISSN(印刷版)1868-4394
ISSN(电子版)1868-4408

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