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 …

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 …

An accurate visible light positioning system using regenerated fingerprint database based on calibrated propagation model

F Alam, MT Chew, T Wenge… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper reports the development of a practical visible light positioning (VLP) system using
received signal strength. The indoor localization system is accurate and easy to train and …

High precision weighted optimum K-nearest neighbors algorithm for indoor visible light positioning applications

HQ Tran, C Ha - IEEE Access, 2020 - ieeexplore.ieee.org
Enhancing the accuracy of indoor visible light positioning systems with simple, real-time,
and stable methods is one of the interesting challenges in recent research. In this paper, a …

Accurate visible light positioning technique using extreme learning machine and meta-heuristic algorithm

F Wei, Y Wu, S Xu, X Wang - Optics Communications, 2023 - Elsevier
Since input weights and hidden biases affect the overall performance of extreme learning
machine (ELM) based on a single-hidden layer, two meta-heuristic algorithms of grey wolf …

Visible light technologies for the industrial internet of things

Z Salem, C Krutzler, C Fragner… - 2023 17th International …, 2023 - ieeexplore.ieee.org
Sensor networks for the Industrial Internet of Things (IIoT) have become a widespread
research topic in recent years, and various technologies have already been proposed and …

[PDF][PDF] 基于机器学习与多光电二极管的可见光定位实验研究

魏芬, 吴怡, 徐世武 - Laser & Optoelectronics Progress, 2023 - researching.cn
摘要针对单个光电二极管接收器的倾斜问题和几何算法的不足, 搭建了多光电二极管接收器的
真实可见光定位场景, 并采用基于接收信号强度的指纹定位技术及其常用的机器学习算法 …

Visible light positioning based on calibrated propagation model

F Alam, B Parr, S Mander - IEEE Sensors Letters, 2018 - ieeexplore.ieee.org
This article reports the experimental results of a novel visible light positioning system using a
calibrated propagation model. The developed positioning system requires only 12 offline …

LEDPOS: Indoor Visible Light Positioning based on LED as Sensor and Machine Learning

C Fragner, C Krutzler, AP Weiss, E Leitgeb - IEEE Access, 2024 - ieeexplore.ieee.org
Accurate indoor positioning is becoming increasingly important, especially in highly
automated industrial environments with robots. In addition, LED-based lighting is also being …