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Demo abstract: A radio tomographic system for real-time multiple people tracking

机译:演示摘要:用于实时多人跟踪的无线电层析成像系统

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摘要

A radio tomographic (RT) system uses the received signal strength (RSS) measurements collected on the links of a wireless mesh network composed of low-power transceivers in order to form real-time images of the attenuation field of the monitored area. These images indicate the position of people, without requiring them to participate in the localization effort by wearing or carrying any electronic device. Accurate localization and tracking of multiple people in real-time is required in several real-world applications, such as ambient-assisted living, tactical operations, and pedestrian traffic analysis in stores. In these scenarios, RT systems must perform reliably also a) when the number of targets is not known a priori and varies over time, and b) when people interact, i.e., have intersecting trajectories, in the monitored area. We demonstrate a RT system which tackles all of these challenges and provides accurate tracking of a varying and unknown number of people (both stationary and mobile) in real-time.
机译:无线电层析成像(RT)系统使用在由低功率收发器组成的无线网状网络的链路上收集的接收信号强度(RSS)测量值,以形成受监控区域衰减场的实时图像。这些图像指示人员的位置,而无需他们通过佩戴或携带任何电子设备来参与本地化工作。在一些实际应用中,例如环境辅助生活,战术操作和商店中的行人交通分析,需要实时准确地定位和跟踪多人。在这些情况下,RT系统还必须可靠地执行以下操作:a)先验目标的数量未知,并且随时间变化; b)当人们在被监视区域进行交互(即具有相交的轨迹)时。我们演示了一个RT系统,该系统可以解决所有这些挑战,并实时准确跟踪变化的和未知数量的人员(固定和流动)。

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