SmartLight: Light-weight 3D Indoor Localization Using a Single LED Lamp

Song Liu, T. He
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引用次数: 54

Abstract

Many existing indoor localization systems have achieved applaudable performance through comprehensive modeling of its envisioned working scenario. However their real life deployment are often prohibited by high deployment overhead and performance degradation in dynamic environments. This paper presents SmartLight, a 3D digital indoor localization system based on LED lighting infrastructures. It adopts a novel design philosophy of shifting all the complexity into modifying a single LED lamp and maintaining minimum complexity on the receiver to reduce the hassle on system deployment/calibration. With a single modified LED lamp, the system is capable of localizing a large number of light sensors in a room. The underlying technique is to exploit the light splitting properties of convex lens to create an one-to-one mapping between a location and the set of orthogonal digital light signals receivable at that location. Advanced designs are also introduced to further improve the system accuracy and scalability beyond the hardware capability. In evaluating the design, we build an experimental prototype with a 60hz projector, achieving average localization around 10cm and 90 percentile error of 50cm.
SmartLight:使用单个LED灯的轻型3D室内定位
许多现有的室内定位系统通过对其设想的工作场景进行全面建模,取得了令人称赞的性能。然而,由于在动态环境中的高部署开销和性能下降,它们的实际部署常常被禁止。本文介绍了一种基于LED照明基础设施的三维数字室内定位系统SmartLight。它采用了一种新颖的设计理念,将所有的复杂性转移到修改单个LED灯上,并在接收器上保持最小的复杂性,以减少系统部署/校准的麻烦。通过一个改装的LED灯,该系统能够定位房间内大量的光传感器。基础技术是利用凸透镜的分光特性,在一个位置和该位置可接收的一组正交数字光信号之间创建一个一对一的映射。采用先进的设计,进一步提高了系统的精度和硬件能力之外的可扩展性。在评估设计时,我们使用60hz投影仪构建了一个实验原型,实现了平均定位在10cm左右,90%的百分位误差为50cm。
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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