Indoor Positioning Scheme Using Off-the-Shelf Lighting Fixtures' Fingerprints

Hiroyuki Kobayashi
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Abstract

This paper discusses an indoor positioning technique aimed at human-centric services such as pedestrian navigation or service robots. The method is called “CEPHEID” and uses a light flickering pattern as an environmental fingerprint. The authors found that each lighting fixture has unique and distinguishable flickering characteristics. In this paper, CEPHEID is introduced as a “classifier” and its validity is shown based on experimental results. Additionally, an approach for improving the positional precision is proposed. The classifier and regressor are combined to create a zone-classified regressor model for CEPHEID. The basic performance of this concept is also tested using an experiment.
利用现成照明装置指纹的室内定位方案
本文讨论了一种针对以人为中心的服务(如行人导航或服务机器人)的室内定位技术。这种方法被称为“CEPHEID”,它使用光闪烁模式作为环境指纹。作者发现,每个照明装置都有独特的、可区分的闪烁特征。本文介绍了CEPHEID作为一种“分类器”,并通过实验验证了其有效性。此外,还提出了一种提高定位精度的方法。将分类器和回归器相结合,建立了CEPHEID的区域分类回归器模型。通过实验验证了该概念的基本性能。
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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