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Ubiquitous Indoor Positioning and Tracking for Industrial Internet-of-Things: A Channel Response Perspective
arXiv - EE - Signal Processing Pub Date : 2022-09-25 , DOI: arxiv-2209.12158 Chenglong Li, Emmeric Tanghe, Sofie Pollin, Wout Joseph
arXiv - EE - Signal Processing Pub Date : 2022-09-25 , DOI: arxiv-2209.12158 Chenglong Li, Emmeric Tanghe, Sofie Pollin, Wout Joseph
The future of industrial location-aided applications is shaped by the
ubiquity of Internet-of-Things (IoT) devices. As an increasing amount of
commercial off-the-shelf radio devices support channel response collection, it
is possible to achieve fine-grained position estimation at a relatively low
cost. In this article, we focus on channel response-based positioning and
tracking for industrial IoT applications. We first give an overview of the
state of the art (SOTA) of channel response-enabled localization, which is
further classified into two categories, \textit{i.e.}, device-based and
contact-free schemes. Then we propose a taxonomy for these complementary
approaches concerning the involved techniques. Finally, we discuss the
practical issues of the SOTA methods for real-world applications and point out
future research opportunities for channel response-based positioning and
tracking.
中文翻译:
工业物联网无处不在的室内定位和跟踪:通道响应视角
无处不在的物联网 (IoT) 设备塑造了工业定位辅助应用的未来。随着越来越多的商用现成无线电设备支持信道响应收集,可以以相对较低的成本实现细粒度的位置估计。在本文中,我们重点关注工业物联网应用中基于通道响应的定位和跟踪。我们首先概述了启用通道响应的本地化的最新技术(SOTA),它进一步分为两类,\textit{ie},基于设备和无接触方案。然后,我们为这些关于所涉及技术的互补方法提出了一个分类法。最后,
更新日期:2022-09-27
中文翻译:
工业物联网无处不在的室内定位和跟踪:通道响应视角
无处不在的物联网 (IoT) 设备塑造了工业定位辅助应用的未来。随着越来越多的商用现成无线电设备支持信道响应收集,可以以相对较低的成本实现细粒度的位置估计。在本文中,我们重点关注工业物联网应用中基于通道响应的定位和跟踪。我们首先概述了启用通道响应的本地化的最新技术(SOTA),它进一步分为两类,\textit{ie},基于设备和无接触方案。然后,我们为这些关于所涉及技术的互补方法提出了一个分类法。最后,