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STARLIT: 3D indoor positioning with smartphones and reflection light

Published: 17 May 2019 Publication History

Abstract

This paper presents STARLIT, a system that enables a single LED to localize smartphone to within sub-meter. The LED transmits its coordinates encoded in human-imperceptible optical pulses. Different from the existing camera-based approaches, which need to capture images of the luminaires within a short light-to-camera distance, we utilize the reflection light from the floor for positioning. As the camera sensor contains millions of pixels, it can be considered as a sensor array. By exploiting the rolling shutter mechanism in the smartphone cameras, we propose a solution to extract the received signal strengths (RSSs) of sampled pixel rows from the captured images. Given the measured RSSs, we establish an equation set with Lambertian model and the camera projection model to solve the location of the smartphone. We have implemented STARLIT and evaluated its performance in a lab room. Our experiments demonstrate that STARLIT can achieve average positioning error around 40 cm and 80-percentile error around 55 cm.

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Cited By

View all
  • (2024)Indoor Drone 3-D Tracking Using Reflected Light From Floor SurfacesIEEE Journal of Indoor and Seamless Positioning and Navigation10.1109/JISPIN.2024.34537752(251-262)Online publication date: 2024
  • (2022)Achieving Reliable Underground Positioning With Visible LightIEEE Transactions on Instrumentation and Measurement10.1109/TIM.2022.315997571(1-15)Online publication date: 2022
  • (2022)Bayesian Active Learning for Received Signal Strength-Based Visible Light PositioningIEEE Photonics Journal10.1109/JPHOT.2022.321988914:6(1-8)Online publication date: Dec-2022
  • Show More Cited By

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    ACM TURC '19: Proceedings of the ACM Turing Celebration Conference - China
    May 2019
    963 pages
    ISBN:9781450371582
    DOI:10.1145/3321408
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 17 May 2019

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    Author Tags

    1. LED
    2. camera
    3. indoor positioning
    4. smartphone
    5. visible light

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    Cited By

    View all
    • (2024)Indoor Drone 3-D Tracking Using Reflected Light From Floor SurfacesIEEE Journal of Indoor and Seamless Positioning and Navigation10.1109/JISPIN.2024.34537752(251-262)Online publication date: 2024
    • (2022)Achieving Reliable Underground Positioning With Visible LightIEEE Transactions on Instrumentation and Measurement10.1109/TIM.2022.315997571(1-15)Online publication date: 2022
    • (2022)Bayesian Active Learning for Received Signal Strength-Based Visible Light PositioningIEEE Photonics Journal10.1109/JPHOT.2022.321988914:6(1-8)Online publication date: Dec-2022
    • (2022)Machine learning in indoor visible light positioning systemsNeurocomputing10.1016/j.neucom.2021.10.123491:C(117-131)Online publication date: 28-Jun-2022
    • (2021)A Survey on Visible Light Positioning from Software Algorithms to HardwareWireless Communications & Mobile Computing10.1155/2021/97395772021Online publication date: 1-Jan-2021
    • (2020)Recent Advances in Indoor Localization via Visible Lights: A SurveySensors10.3390/s2005138220:5(1382)Online publication date: 3-Mar-2020

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