Emitter Localization and Visualization (ELVIS): A Backward Ray Tracing Algorithm for Locating Emitters

A. O. Kaya, L. Greenstein, D. Chizhik, R. Valenzuela, N. Moayeri
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引用次数: 12

Abstract

We present ELVIS, a new approach for localizing a first responder (e.g., firefighter) inside a building. We assume that the first responder emits RF energy, which undergoes multiple reflections with the walls, ceilings and floors of the building. There are K receivers, each of which receives ray(s) from the first responder. Each receiver estimates the AOA (angle of arrival), TOA (time of arrival) and power of each ray. We assume that the receivers know the blueprint of the building and the electromagnetic characteristics of the construction material used in the building. We show that, based on this information, the receivers can localize the first responder to a high degree of accuracy by applying ELVIS, which is based on backward ray tracing. We have evaluated the performance of ELVIS, using both single and multiple receivers, under a variety of channel and propagation conditions. We find that, the location prediction error depends mostly on the angular resolution of the receiver antennas. One advantage of ELVIS over other RF-based localization methods is that, if AOA is estimated with high degree of accuracy, a single receiver would be sufficient to do localization in 3D. In this case one could localize 100% of the Bell Labs, Crawford Hill building within 9 cm. With degraded accuracy, including fading and noise effects, plusmn10 degree angular error, and plusmn10 ns temporal error, one could localize 80% of the building within 10 m using multiple receivers.
发射体定位与可视化(ELVIS):一种定位发射体的反向光线追踪算法
我们提出了ELVIS,一种定位建筑物内第一响应者(例如消防员)的新方法。我们假设第一响应者发射射频能量,该能量与建筑物的墙壁,天花板和地板进行多次反射。有K个接收器,每个接收器接收来自第一个响应者的射线。每个接收器估计每条射线的AOA(到达角度)、TOA(到达时间)和功率。我们假设接收器知道建筑物的蓝图和建筑物中使用的建筑材料的电磁特性。我们表明,基于这些信息,接收器可以通过应用基于向后光线追踪的ELVIS来高精度地定位第一响应者。我们在各种信道和传播条件下,使用单接收机和多接收机评估了ELVIS的性能。我们发现,位置预测误差主要取决于接收天线的角分辨率。与其他基于射频的定位方法相比,ELVIS的一个优点是,如果AOA的估计精度很高,单个接收器就足以在3D中进行定位。在这种情况下,人们可以在9厘米内定位100%的贝尔实验室,克劳福德山大楼。在精度下降的情况下,包括衰落和噪声影响,外加10度角误差和10秒时间误差,使用多个接收器可以定位10米内80%的建筑物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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