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Demo: A CSI-ratio model based house-level respiration monitoring system using COTS WiFi devices

  • Tsinghua University

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Résumé

The past few years have witnessed the great potential of exploiting channel state information (CSI) retrieved from COTS WiFi devices for respiration monitoring. However, existing approaches only work when the target is close to the WiFi transceivers and the performance degrades significantly when the target is far away. This sensing range constraint greatly limits the application of the proposed approaches in real life. Different from the existing approaches that apply the raw CSI readings of individual antenna for sensing, we employ the ratio of CSI readings from two antennas, whose noise is mostly canceled out by the division operation to significantly increase the sensing range.1 In this demo, we will demonstrate FarSense – a CSI-ratio model based house-level real-time respiration monitoring system using COTS WiFi devices.

langue originaleAnglais
titreUbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers
EditeurAssociation for Computing Machinery, Inc
Pages354-357
Nombre de pages4
ISBN (Electronique)9781450368698
Les DOIs
étatPublié - 9 sept. 2019
Evénement2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2019 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2019 - London, Royaume-Uni
Durée: 9 sept. 201913 sept. 2019

Série de publications

NomUbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers

Une conférence

Une conférence2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2019 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2019
Pays/TerritoireRoyaume-Uni
La villeLondon
période9/09/1913/09/19

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