JOURNAL ARTICLE

On CSI-Based Vital Sign Monitoring Using Commodity WiFi

Xuyu WangChao YangShiwen Mao

Year: 2020 Journal:   ACM Transactions on Computing for Healthcare Vol: 1 (3)Pages: 1-27   Publisher: Association for Computing Machinery

Abstract

Vital signs, such as respiration and heartbeat, are useful for health monitoring because such signals provide important clues of medical conditions. Effective solutions are needed to provide contact-free, easy deployment, low-cost, and long-term vital sign monitoring. In this article, we present PhaseBeat to exploit channel state information, in particular, phase difference data to monitor breathing and heart rates with commodity WiFi devices. We provide a rigorous analysis of channel state information phase difference with respect to its stability and periodicity. Based on the analysis, we design and implement the PhaseBeat system with off-the-shelf WiFi devices and conduct an extensive experimental study to validate its performance. Our experimental results demonstrate the superior performance of PhaseBeat over existing approaches in various indoor environments.

Keywords:
Computer science Vital signs Exploit Software deployment Heartbeat Real-time computing Channel (broadcasting) Sign (mathematics) Channel state information Continuous monitoring Computer security Wireless Telecommunications Engineering Operating system Medicine

Metrics

93
Cited By
5.70
FWCI (Field Weighted Citation Impact)
30
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Indoor and Outdoor Localization Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Wireless Networks and Protocols
Physical Sciences →  Computer Science →  Computer Networks and Communications
Wireless Body Area Networks
Physical Sciences →  Engineering →  Biomedical Engineering
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