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DarkVLP: Lights-Off Visible-Light Positioning

delete2022-07-01
delete6
PRE
AI
X
Xiangyu Liu
X
Xuetao Wei *
L
Lei Guo
宋松 cover
宋松 (Song Song)
DOI:10.1109/JIOT.2021.3125795delete
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Abstract

Abstract

En 中文
Visible-light positioning (VLP) has been considered as a promising indoor positioning technology due to its high precision and low cost. However, current VLP techniques are greatly limited by the assumption that lights have to be turned on to emit shining light beams, which is not applicable to scenarios that do not need the illumination all the time. In this article, we design and implement a novel VLP system, DarkVLP, to achieve high-precision positioning when lights are turned off. The turn off state means lights emit the extremely low luminance that is imperceptible to human eyes. In order to realize such a system, we have to tackle nontrivial challenges in data encoding/decoding, modulation/demodulation, and positioning algorithm. Specifically, we propose the sliding rheostat-based modulation scheme to eliminate the need of a complex signal synchronization mechanism and landmark recognition algorithm at the receiver. We also propose the dual-photodiode-based positioning algorithm, which effectively mitigates effects of substantial signal strength fluctuation, to reliably achieve VLP. In the end, we design novel circuits and prototype our system DarkVLP on commercial off-the-shelf devices. The results of extensive experiments demonstrate that our DarkVLP system could achieve submeter precision under the extremely low luminance, which greatly broadens application scenarios of VLP.
Keywords:
Light emitting diodes
Receivers
Photodiodes
Decoding
Brightness
Optical pulse generation
Modulation
Energy efficiency
extremely low luminance
visible-light positioning (VLP)

Journal

IEEE Internet of Things Journal cover
IEEE Internet of Things Journal
IF:
8.9
Papers:
1.4W
Citations:
7.8W

Organization

C
chongqing university of posts & telecommunications
Scholars:
6.7K
Papers: 5.3K
Citations: 5
N
northeastern university - china
Scholars:
3.1W
Papers: 2.7W
Citations: 37