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WiFi emission-based vs passive radar localization of human targets

机译:基于WiFi发射与无源雷达对人类目标的定位

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In this paper two approaches are considered for human targets localization based on the WiFi signals: the device emission-based localization and the passive radar. Localization performance and characteristics of the two localization techniques are analyzed and compared, aiming at their joint exploitation inside sensor fusion systems. The former combines the Angle of Arrival (AoA) and the Time Difference of Arrival (TDoA) measures of the device transmissions to achieve the target position, while the latter exploits the AoA and the bistatic range measures of the target echoes. The results obtained on experimental data show that the WiFi emission-based strategy is always effective for the positioning of human targets holding a WiFi device, but it has a poor localization accuracy and the number of measured positions largely depends on the device activity. In contrast, the passive radar is only effective for moving targets and has limited spatial resolution but it provides better accuracy performance, thanks to the possibility to integrate a higher number of received signals. These results also demonstrate a significant complementarity of these techniques, through a suitable experimental test, which opens the way to the development of appropriate sensor fusion techniques.
机译:本文考虑了基于WiFi信号的人体目标定位的两种方法:基于设备发射的定位和无源雷达。对两种定位技术的定位性能和特点进行了分析和比较,以期它们在传感器融合系统内部的联合开发。前者结合了设备传输的到达角(AoA)和到达时间差(TDoA)量度来达到目标​​位置,而后者则利用了目标回波的AoA和双基地范围量度。在实验数据上获得的结果表明,基于WiFi发射的策略始终可以有效地对手持WiFi设备的人类目标进行定位,但是定位精度较差,并且所测量位置的数量很大程度上取决于设备的活动。相比之下,无源雷达仅对移动目标有效,并且空间分辨率有限,但由于可以集成更多数量的接收信号,因此它提供了更好的精度性能。这些结果还通过合适的实验测试证明了这些技术的显着互补性,这为开发合适的传感器融合技术开辟了道路。

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