Journal of Robotics and Mechatronics
Online ISSN : 1883-8049
Print ISSN : 0915-3942
ISSN-L : 0915-3942
Special Issue on Humancentric Robotic Technology and its Applications for Coexistence with Humans
Indoor Positioning Scheme Using Off-the-Shelf Lighting Fixtures’ Fingerprints
Hiroyuki Kobayashi
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JOURNAL OPEN ACCESS

2023 Volume 35 Issue 3 Pages 780-787

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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.

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