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Distortion Rejecting Magneto-Inductive Three-Dimensional Localization (MagLoc)

机译:扭曲拒绝磁阻三维定位(Magloc)

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摘要

Localization is a research area that, due to its overarching importance as an enabler for higher level services, has attracted a vast amount of research and commercial interest. For the most part, it can be claimed that GPS provides an unparalleled solution for outdoor tracking and navigation. However, the same cannot yet be said about positioning in GPS-denied or challenged environments, such as indoor environments, where obstructions such as floors and walls heavily attenuate or reflect high-frequency radio signals. This has led to a plethora of competing solutions targeted toward a particular application scenario, yielding a fragmented solution landscape. In this paper, we present a fresh approach to 3-D positioning based on the use of very low frequency (kHz) magneto-inductive (MI) fields. The most important property of MI positioning is that obstacles such as walls, floors, and people that heavily impact the performance of competing approaches are largely “transparent” to the quasi-static magnetic fields. MI has a number of challenges to robust operation that distort positions, including the presence of ferrous materials and sensitivity to user rotation. Through signal processing and sensor fusion across multiple system layers, we show how we can overcome these challenges. We showcase its highly accurate 3-D positioning in a number of environments, with positioning accuracy below 0.8 m even in heavily distorted areas.
机译:本地化是一个研究领域,由于其作为更高级别服务的推动者的总体重要性,吸引了大量的研究和商业利益。在大多数情况下,可以声称GPS为室外跟踪和导航提供无与伦比的解决方案。然而,关于在GPS拒绝或挑战的环境中定位,例如室内环境,诸如楼层和墙壁的障碍物,尚不能说,尚不能说,诸如楼层和墙壁严重衰减或反射高频无线电信号。这导致了针对特定应用场景的竞争解决方案,产生了碎片的解决方案景观。在本文中,我们基于使用非常低频(kHz)磁阻(MI)场的使用基于使用非常低频(kHz)磁阻的3-D定位。 MI定位最重要的属性是墙壁,地板和竞争方法的性能的障碍物,主要是“透明”到准静态磁场。 MI对扭曲位置的强大操作具有许多挑战,包括有色金属的存在和对用户旋转的敏感性。通过跨多个系统层的信号处理和传感器融合,我们展示了如何克服这些挑战。我们在许多环境中展示了它的高度准确的3-D定位,即使在严重扭曲的区域中,定位精度也低于0.8米。

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