室内场景中的目标跟踪:利用LiFi实现厘米级精度的潜力

S. M. Kouhini, Ziyan Ma, C. Kottke, Sreelal Maravanchery Mana, R. Freund, V. Jungnickel
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引用次数: 0

摘要

基于无线电技术,由于衰落和主要的多径传播,在室内场景下定位是困难的。光学无线技术也被称为LiFi,主要通过视距传播。因此,它有可能为室内物联网应用提供所需的厘米精度。在本文中,我们认为定位是LiFi通信系统提供的一项额外服务。我们的愿景是通过使用与无线通信相同的硬件,在工业环境中检测自动引导车辆、智能运输系统和移动装配单元的所需位置。我们的建议是基于飞行时间的测量。我们重用ITU-T推荐G.9991的物理层用于li - fi测距和随后的三边测量。在本文中,我们进一步发展了这种方法用于连续目标跟踪,并评估了室内环境下3D位置检测的准确性。我们观察到结果严重依赖于LiFi电池的布局。此外,我们证明了飞行时间技术允许以1测量/秒的速度跟踪目标,每个维度的平均精度为3厘米。该方案在未来的实时实现中具有很大的潜力,在未来的物联网应用中具有很高的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Object Tracking in an Indoor Scenario: Potential for Centimeter Accuracy with LiFi
Localization in indoor scenarios is difficult based on radio technologies, due to fading and the dominant multipath propagation. Optical wireless technology also denoted as LiFi, propagates mostly via the line-of-sight. Therefore, it has the potential to provide the required centimeter accuracy for indoor Internet-of-Things applications. In this paper, we consider positioning as an extra service offered by the LiFi communication system. Our vision is to detect the required location of automatic guided vehicles, intelligent transport systems, and mobile assembly units in an industrial environment, by using the same hardware also used for wireless communication. Our proposal is based on time-of-flight measurements. We reuse the physical layer from the ITU-T recommendation G.9991 for LiFi for ranging and subsequent trilateration. In this paper, we have further developed this approach towards continuous object tracking and evaluated the accuracy of the 3D position detection in an indoor environment. We observe that the results depend critically on the layout of the LiFi cell. Moreover, we demonstrate that the time-of-flight technique allows object tracking at a speed of 1 measurement / second with an average accuracy of 3 cm in each dimension. The proposed scheme is promising for future real-time implementation and has a high potential for future Internet-of-Things applications.
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