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Evaluation of Position-related Information in Multipath Components for Indoor Positioning

机译:多径分量中位置相关信息的评估   室内定位

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摘要

Location awareness is a key factor for a wealth of wireless indoorapplications. Its provision requires the careful fusion of diverse informationsources. For agents that use radio signals for localization, this informationmay either come from signal transmissions with respect to fixed anchors, fromcooperative transmissions in between agents, or from radar-like monostatictransmissions. Using a-priori knowledge of a floor plan of the environment,specular multipath components can be exploited, based on a geometric-stochasticchannel model. In this paper, a unified framework is presented for thequantification of this type of position-related information, using the conceptof equivalent Fisher information. We derive analytical results for theCram\'er-Rao lower bound of multipath-assisted positioning, consideringbistatic transmissions between agents and fixed anchors, monostatictransmissions from agents, cooperative measurements in-between agents, andcombinations thereof, including the effect of clock offsets and missingsynchronization. Awareness of this information enables highly accurate androbust indoor positioning. Computational results show the applicability of theframework for the characterization of the localization capabilities of someenvironment, quantifying the influence of different system setups, signalparameters, and the impact of path overlap.
机译:位置感知是大量无线室内应用的关键因素。提供它需要仔细融合各种信息源。对于使用无线电信号进行定位的代理,此信息可能来自相对于固定锚的信号传输,来自代理之间的协作传输或类似雷达的单静态传输。使用对环境平面图的先验知识,可以基于几何随机通道模型利用镜面多径组件。在本文中,提出了一个统一的框架,用于使用等效Fisher信息的概念来量化此类与位置相关的信息。我们得出了多路径辅助定位的Cram'er-Rao下限的分析结果,其中考虑了代理与固定锚之间的双基地传输,代理的单静态传输,代理之间的协作测量以及它们的组合,包括时钟偏移和丢失同步的影响。对这些信息的了解可以实现高度准确且稳固的室内定位。计算结果表明,该框架可用于表征某些环境的定位能力,量化不同系统设置,信号参数的影响以及路径重叠的影响。

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