使用商用wi-fi设备进行精细的生命体征估计

Jiacheng Shang, Jie Wu
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引用次数: 26

摘要

由于生命体征的重要性,呼吸频率和心率在医疗保健中得到了广泛的应用。在过去的几年中,已经提出了各种系统和方法来检测和监测呼吸和心跳。在本文中,我们展示了Wi-Fi信号也可以用来识别和计数不同姿势的呼吸和心跳。直觉是人类活动对通道状态信息(CSI)值的时间序列有不同的影响,CSI值可以用来识别宏观和微观的人类活动。本文设计了一种基于Wi-Fi信号的呼吸和心跳识别系统,称为Wi-Health。WiHeath由两个商用现货(COTS) Wi-Fi设备组成,一个发送者(Wi-Fi路由器)和一个接收者(笔记本电脑)。发送端向接收端发送802.11n报文,接收端不断接收这些报文,并记录实时CSI值。接收器分析收集到的CSI值,并确定该人是否活着以及心跳和呼吸的次数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fine-grained vital signs estimation using commercial wi-fi devices
Due to the importance of vital signs, breathing rate and heart rate have been widely used in heath care. In the past few years, various systems and approaches have been proposed to detect and monitor breath and heart beat. In this paper, we show that Wi-Fi signals can also be used to recognize and count breath and heart beats with different postures. The intuition is that human activities have different impacts on time-series of Channel State Information (CSI) values, which can be utilized to recognize macro and micro human activities. In this paper, we design a Wi-Fi signal based breath and heart beats recognition system called Wi-Health. WiHeath consists of two Commercial Off-The-Shelf (COTS) Wi-Fi devices, a sender (Wi-Fi router) and a receiver (laptop). The sender sends 802.11n packets to the receiver, while the receiver continuously receives these packets and records in real-time CSI value. The receiver analyzes the collected CSI values and determines if the human is alive and the number of heart beats and breaths.
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