RIS-assisted visible light communication systems: A tutorial

S Aboagye, AR Ndjiongue… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Recent intensive and extensive development of the fifth-generation (5G) of cellular networks
has led to their deployment throughout much of the world. As part of this implementation …

Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
In the era of the Internet of Things (IoT) and Industry 4.0, the indoor usage of smart devices is
expected to increase, thereby making their location information more important. Based on …

A survey on fusion-based indoor positioning

X Guo, N Ansari, F Hu, Y Shao… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …

Indoor intelligent fingerprint-based localization: Principles, approaches and challenges

X Zhu, W Qu, T Qiu, L Zhao… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
With the rapid development of Internet of Things (IoT) technology, location-based services
have been widely applied in the construction of smart cities. Satellite-based location …

Machine learning in indoor visible light positioning systems: A review

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

Machine learning based visible light indoor positioning with single-LED and single rotatable photo detector

R Liu, Z Liang, K Yang, W Li - IEEE Photonics Journal, 2022 - ieeexplore.ieee.org
In recent years, visible light positioning (VLP) systems have attracted considerable attention
because they do not require additional infrastructures. However, most existing researches …

[HTML][HTML] Machine learning applications for short reach optical communication

Y **e, Y Wang, S Kandeepan, K Wang - Photonics, 2022 - mdpi.com
With the rapid development of optical communication systems, more advanced techniques
conventionally used in long-haul transmissions have gradually entered systems covering …

Artificial intelligence in visible light positioning for indoor IoT: A methodological review

VP Rekkas, LA Iliadis, SP Sotiroudis… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Indoor communication and positioning are significant fields of applications for indoor Internet
of Things (IoT) given the rapid growth of IoT in smart cities, smart grids, and smart industries …

Received-signal-strength (RSS) based 3D visible-light-positioning (VLP) system using kernel ridge regression machine learning algorithm with sigmoid function data …

YC Wu, CW Chow, Y Liu, YS Lin, CY Hong… - IEEE …, 2020 - ieeexplore.ieee.org
In this work, we propose and demonstrate a received-signal-strength (RSS) based visible-
light-positioning (VLP) system using sigmoid function data preprocessing (SFDP) method; …

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 …