Angle Diversity to Increase Coverage and Position Accuracy in 3D Visible Light Positioning

E. Lam, T. Little
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引用次数: 3

Abstract

The most common approach to light-based indoor positioning relies on multilateration of received signals to the mobile device. Any deficiencies in the fidelity of these light signals can significantly distort position estimates. In this paper, we propose a method to dynamically control the light distribution from the overhead luminaires to mitigate fading effects that would otherwise occur under static lighting. By manipulating the direction of the luminaire, effectively the dispersion pattern, we introduce signal diversity in the form of multiple pointing angles and light distributions. In addition to providing angle diversity, steering and then tracking sustains the maximal line-of-sight path between a source and receiver, which reduces angle-dependent attenuation and optimizes the signal-to-noise ratio for any coordinate without needing to change the physical properties of the source or receiver. This gain in signal strength combats the limited field-of-view of luminaires and photodiodes to provide better overall coverage, which translates directly to increase positioning accuracy, particularly in a 3D space. In the results, we show field-of-view gains of 43% and improvements in MSE of 20cm.
角度多样性提高三维可见光定位的覆盖范围和定位精度
基于光的室内定位最常见的方法依赖于对移动设备接收到的信号进行多次采样。这些光信号保真度的任何缺陷都会严重扭曲位置估计。在本文中,我们提出了一种动态控制架空灯具的光分布的方法,以减轻静态照明下可能出现的衰落效应。通过控制灯具的方向,有效地控制色散模式,我们以多个指向角度和光分布的形式引入信号分集。除了提供角度多样性之外,转向和跟踪还保持了源和接收器之间的最大视线路径,从而减少了与角度相关的衰减,并在不改变源或接收器的物理特性的情况下优化了任何坐标的信噪比。这种信号强度的增加与灯具和光电二极管有限的视场进行了斗争,提供了更好的整体覆盖,这直接转化为提高定位精度,特别是在3D空间中。在结果中,我们展示了43%的视野增益和20cm的MSE改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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