PhaseBeat:利用CSI相位数据与商品WiFi设备进行生命体征监测

Xuyu Wang, Chao Yang, S. Mao
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引用次数: 229

摘要

生命体征,如呼吸和心跳,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。在本文中,我们提出了PhaseBeat利用信道状态信息(CSI)相位差数据来监测商用WiFi设备的呼吸和心跳。我们对CSI相位差数据的稳定性和周期性进行了严格的分析。在此基础上,我们利用现成的WiFi设备设计并实现了PhaseBeat系统,并进行了广泛的实验研究来验证其性能。我们的实验结果表明,PhaseBeat在各种室内环境下的性能优于现有方法。
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PhaseBeat: Exploiting CSI Phase Data for Vital Sign Monitoring with Commodity WiFi Devices
Vital signs, such as respiration and heartbeat, are useful to health monitoring since 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 paper, we present PhaseBeat to exploit channel state information (CSI) phase difference data to monitor breathing and heartbeat with commodity WiFi devices. We provide a rigorous analysis of the CSI phase difference data 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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