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Coverage analysis of RFID indoor localization system for refrigerated warehouses based on 2D-ray tracing

机译:基于二维射线追踪的冷藏库RFID室内定位系统覆盖率分析

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摘要

Localization systems are becoming an important feature for many RFID-based inventory and warehouse management support tools, due to the ever increasing diffusion of Radio Frequency IDentifica-tion (RFID) in logistic processes. RFID-based Location system will allow offering value-added services to logistics operators, where RFID tags can be used for more than just labeling items. This paper proposes a Received Signal Strength (RSS) based positioning system for perishable products equipped with active UHF RFID tags, inside a refrigerated warehouse (4C°). A fundamental problem in the design of RFID based localization system is the evaluation and mapping of the signal attenuation, which depends upon several parameters (fading from obstacles in the transmission path, reflections off surfaces and relative antenna orientation).Such information should be considered in the design phase, where instead simplified theoretical approaches are frequently employed. Theoretical path loss models are however inadequate for a reliable prediction of the signal strength, which significantly affects the accuracy of distance measurement and ultimately the precision of localization. An accurate prediction of the coverage level is hence required for obtaining a reliable design. In this paper, a case study on the design of an RFID localization system is presented, comparing a realistic signal distribution, obtained considering the influence of reflections and refractions, and the theoretical approach based on simple path loss models. Realistic coverage maps are obtained by means of a simulation tool based on 2D ray tracing algorithm.
机译:本地化系统已成为许多基于RFID的库存和仓库管理支持工具的重要功能,这是由于物流过程中射频识别(RFID)的扩散不断增加。基于RFID的定位系统将允许为物流运营商提供增值服务,其中RFID标签不仅可以用于标签商品。本文针对冷藏仓库(4C°)中装有有源UHF RFID标签的易腐产品,提出了一种基于接收信号强度(RSS)的定位系统。基于RFID的定位系统设计中的一个基本问题是信号衰减的评估和映射,这取决于几个参数(从传输路径中的障碍物消失,表面反射和相对天线方向)。设计阶段,通常采用简化的理论方法。然而,理论路径损耗模型不足以可靠地预测信号强度,这严重影响了距离测量的准确性以及最终的定位精度。因此,为了获得可靠的设计,需要对覆盖水平进行准确的预测。本文以RFID定位系统的设计为例,比较了实际信号分布,考虑了反射和折射的影响获得了信号分布,并提出了基于简单路径损耗模型的理论方法。借助于基于2D射线跟踪算法的模拟工具,可以获得真实的覆盖图。

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