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首页> 外文期刊>IEEE Transactions on Geoscience and Remote Sensing >Passive WiFi Radar for Human Sensing Using a Stand-Alone Access Point
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Passive WiFi Radar for Human Sensing Using a Stand-Alone Access Point

机译:使用独立接入点的人类传感被动WiFi雷达

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Human sensing using WiFi signal transmissions is attracting significant attention for future applications in e-healthcare, security, and the Internet of Things (IoT). The majority of WiFi sensing systems are based around processing of channel state information (CSI) data which originates from commodity WiFi access points (APs) that have been primed to transmit high data-rate signals with high repetition frequencies. However, in reality, WiFi APs do not transmit in such a continuous uninterrupted fashion, especially when there are no users on the communication network. To this end, we have developed a passive WiFi radar system for human sensing which exploits WiFi signals irrespective of whether the WiFi AP is transmitting continuous high data-rate Orthogonal Frequency-Division Multiplexing (OFDM) signals, or periodic WiFi beacon signals while in an idle status (no users on the WiFi network). In a data transmission phase, we employ the standard cross ambiguity function (CAF) processing to extract Doppler information relating to the target, while a modified version is used for lower data-rate signals. In addition, we investigate the utility of an external device that has been developed to stimulate idle WiFi APs to transmit usable signals without requiring any type of user authentication on the WiFi network. In this article, we present experimental data which verifies our proposed methods for using any type of signal transmission from a standalone WiFi device, and demonstrate the capability for human activity sensing.
机译:使用WiFi信号传输的人类感应是在电子医疗保健,安全和物联网(物联网)中的未来应用中引起了重要的关注。大多数WiFi传感系统基于源自从商品WiFi接入点(AP)的信道状态信息(CSI)数据的处理围绕,该数据来自已经突袭的商品WiFi接入点(AP)以高重复频率传输高数据速率信号。然而,实际上,WiFi AP不会以这种连续的不间断方式传输,特别是当通信网络上没有用户时。为此,我们开发了一种用于人类感测的被动WiFi雷达系统,其利用WiFi信号,而不管WiFi AP是否正在发送连续的高数据速率正交频率分割复用(OFDM)信号,或者在一个时的周期性WiFi信标信号空闲状态(WiFi网络上没有用户)。在数据传输阶段中,我们采用标准交叉模糊函数(CAF)处理来提取与目标有关的多普勒信息,而修改版本用于较低的数据速率信号。此外,我们研究了开发的外部设备的效用,以刺激空闲WiFi AP,以传输可用信号而不需要WiFi网络上的任何类型的用户身份验证。在本文中,我们提出了实验数据,该数据验证了我们所提出的方法,用于使用来自独立WiFi器件的任何类型的信号传输,并证明人类活动感测的能力。

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