Indoor high-precision three-dimensional positioning algorithm based on visible light communication and fingerprinting using K-means and random forest

J Jiang, W Guan, Z Chen, Y Chen - Optical Engineering, 2019 - spiedigitallibrary.org
Recently, visible light communication (VLC) has been widely used in indoor positioning.
Considering that conventional VLC-based positioning (VLP) algorithms are susceptible to …

A VLC-based 3-D indoor positioning system using fingerprinting and K-nearest neighbor

M Xu, W Xia, Z Jia, Y Zhu, L Shen - 2017 IEEE 85th Vehicular …, 2017 - ieeexplore.ieee.org
In this paper, a three-dimensional (3-D) positioning system using fingerprinting and K-
Nearest neighbor is proposed. The implementation of the proposed positioning system …

Indoor high precision positioning system based on visible light communication and location fingerprinting

S Xu, Y Wu, X Wang, F Wei - Journal of Lightwave Technology, 2023 - ieeexplore.ieee.org
Indoor positioning system based on visible light communication and location fingerprinting
can achieve cm-level positioning accuracy, which has become an important candidate for …

Indoor real-time 3-D visible light positioning system using fingerprinting and extreme learning machine

Y Chen, W Guan, J Li, H Song - IEEE Access, 2019 - ieeexplore.ieee.org
Photodiode-based (PD-based) visible light positioning (VLP) has become a research focus
of indoor positioning technology, while the existing VLP models rarely consider the anti …

Fingerprint-based indoor positioning system using visible light communication—A novel method for multipath reflections

HQ Tran, C Ha - Electronics, 2019 - mdpi.com
A highly accurate indoor positioning under the effect of multipath reflections has been a
prominent challenge for recent research. This paper proposes a novel indoor visible light …

Indoor high precision three-dimensional positioning system based on visible light communication using modified genetic algorithm

H Chen, W Guan, S Li, Y Wu - Optics Communications, 2018 - Elsevier
To improve the precision of indoor positioning and actualize three-dimensional positioning,
a reversed indoor positioning system based on visible light communication (VLC) using …

Three-dimensional indoor light positioning algorithm based on nonlinear estimation

W Gu, M Kavehrad… - Broadband Access …, 2016 - spiedigitallibrary.org
With the development of location based services (LBS), indoor positioning has been a
popular research topic in recent years. Since global positioning system (GPS) signal suffers …

High-precision indoor three-dimensional localization scheme based on visible light communication using modified fruit fly optimization algorithm

Y Wu, Y Xian, W Guan, X Chen, Q Peng… - Optical …, 2018 - spiedigitallibrary.org
Recently, indoor positioning system (IPS) based on visible light communication (VLC) has
gradually become a hot research topic. However, many existing indoor localization schemes …

High-precision approach to localization scheme of visible light communication based on artificial neural networks and modified genetic algorithms

W Guan, Y Wu, C Xie, H Chen, Y Cai… - Optical …, 2017 - spiedigitallibrary.org
An indoor positioning algorithm based on visible light communication (VLC) is presented.
This algorithm is used to calculate a three-dimensional (3-D) coordinate of an indoor optical …

Indoor high precision three-dimensional positioning system based on visible light communication using particle swarm optimization

Y Cai, W Guan, Y Wu, C Xie, Y Chen… - IEEE Photonics …, 2017 - ieeexplore.ieee.org
Recently, visible light communication (VLC) has gradually become a research hotspot in
indoor environments because its advantages of illumination and relative high positioning …