UWB-based elliptical target localization in an indoor environment

O. Onalaja, M. Ghavami, M. Adjrad
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引用次数: 6

Abstract

Geometrically driven Ultra-Wideband (UWB) based approach to indoor localization is seemingly defined on the assumption that multipath signals have been resolved in a pre-processing step. This assumed multipath resolving ensures that the multipath propagation scenario expected with any indoor signal propagation, is downgraded to a two-path one which inadvertently oversimplifies the underlying localization problem. In this work, we propose a full solution which consists of a pre-localization step and the actual localization task. In a previous work, we presented a pre-processing or pre-localization step which makes use of electrically-driven reflection properties of UWB signals to extract information from the reflected signals in the multipath environment; and ultimately reduce the multipath propagation scenario into a two-path one based on these extracted information. As a direct consequence, a way is paved for geometrical approaches which are usually driven by either the Time of Arrival (TOA), Angle of Arrival (AOA) and Time Difference of Arrival (TDOA) position estimation method. In this work, we show that by carefully considering the inherent properties of the UWB technology, UWB based 2D indoor localization can be efficiently achieved by using just two receivers and one transmitter which contrasts current geometric approaches which require at least three receivers and one transmitter for localization.
基于超宽带的室内椭圆目标定位
基于几何驱动的超宽带(UWB)室内定位方法似乎是在假设多径信号在预处理步骤中被分解的情况下定义的。这种假设的多路径解析确保了任何室内信号传播的多路径传播场景被降级为双路径,这无意中过度简化了潜在的定位问题。在这项工作中,我们提出了一个完整的解决方案,包括预定位步骤和实际定位任务。在之前的工作中,我们提出了一种预处理或预定位步骤,该步骤利用超宽带信号的电驱动反射特性从多径环境中的反射信号中提取信息;并最终基于这些提取的信息将多路径传播场景简化为双路径传播场景。其直接结果是为通常由到达时间(TOA)、到达角(AOA)和到达时间差(TDOA)位置估计方法驱动的几何方法铺平了道路。在这项工作中,我们表明,通过仔细考虑超宽带技术的固有特性,基于超宽带的二维室内定位可以有效地实现,只需使用两个接收器和一个发射器,这与目前需要至少三个接收器和一个发射器进行定位的几何方法形成了对比。
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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