A top-down survey on optical wireless communications for the internet of things

A Celik, I Romdhane, G Kaddoum… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) is a transformative technology marking the beginning of a new
era where physical, biological, and digital worlds are integrated by connecting a plethora of …

Light-based indoor positioning systems: A review

M Maheepala, AZ Kouzani… - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Since the well-established navigation systems such as GPS are ineffective in indoor
environments, research into developing novel indoor positioning technologies has emerged …

[HTML][HTML] Recent advances in indoor localization via visible lights: A survey

ABMM Rahman, T Li, Y Wang - Sensors, 2020 - mdpi.com
Because of the limitations of the Global Positioning System (GPS) in indoor scenarios,
various types of indoor positioning or localization technologies have been proposed and …

Machine learning in indoor visible light positioning systems: A review

HQ Tran, C Ha - Neurocomputing, 2022 - Elsevier
Developing a wireless indoor positioning system with high accuracy, reliability, and
reasonable cost has been the focus of many researchers. Recent studies have shown that …

Accurate visible light positioning using multiple-photodiode receiver and machine learning

AHA Bakar, T Glass, HY Tee, F Alam… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Visible light positioning (VLP) is a promising indoor localization method as it provides high
positioning accuracy and allows for leveraging the existing lighting infrastructure …

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 …

Experimental demonstration of 3D visible light positioning using received signal strength with low-complexity trilateration assisted by deep learning technique

P Du, S Zhang, C Chen, H Yang, WD Zhong… - IEEE …, 2019 - ieeexplore.ieee.org
In this paper, a 3D indoor visible light positioning (VLP) system with fast computation time
using received signal strength (RSS) is proposed and experimentally demonstrated …

Enhanced visible light localization based on machine learning and optimized fingerprinting in wireless sensor networks

I Cappelli, F Carli, A Fort, M Intravaia… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This article presents a robust visible light localization (VLL) technique for wireless sensor
networks, with 2-D indoor positioning (IP) capabilities, based on embedded machine …

A comparative analysis of localization algorithms for visible light communication

MA Dawood, SS Saleh, ESA El-Badawy… - Optical and Quantum …, 2021 - Springer
Improvement of visible light communication (VLC) technology and the presence of the
illumination encouraged the researches to research in VLC-based indoor positioning …

LED based high accuracy indoor visible light positioning algorithm

Y Chen, Z Ren, Z Han, H Liu, Q Shen, Z Wu - Optik, 2021 - Elsevier
In light of the problem of low precision and time consuming in indoor three-dimensional
positioning of visible light communication (VLC), we propose an indoor three-dimensional …