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

  • Tsinghua University
  • UMass Amherst
  • Institute of Software Chinese Academy of Sciences

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Résumé

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.

langue originaleAnglais
titreIntelligent Systems Reference Library
EditeurSpringer Science and Business Media Deutschland GmbH
Pages185-202
Nombre de pages18
Les DOIs
étatPublié - 1 janv. 2021

Série de publications

NomIntelligent Systems Reference Library
Volume200
ISSN (imprimé)1868-4394
ISSN (Electronique)1868-4408

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