基于csi的商用WiFi生命体征监测研究

Xuyu Wang, Chao Yang, S. Mao
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引用次数: 43

摘要

呼吸和心跳等生命体征对健康监测很有用,因为这些信号提供了医疗状况的重要线索。需要有效的解决方案来提供无接触、易于部署、低成本和长期的生命体征监测。在这篇文章中,我们提出了PhaseBeat来利用信道状态信息,特别是相位差数据,通过商品WiFi设备监测呼吸和心率。我们对信道状态信息相位差的稳定性和周期性进行了严格的分析。基于分析,我们设计并实现了带有现成WiFi设备的PhaseBeat系统,并进行了广泛的实验研究以验证其性能。我们的实验结果表明,在各种室内环境中,PhaseBeat的性能优于现有方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On CSI-Based Vital Sign Monitoring Using Commodity WiFi
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.
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CiteScore
10.30
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