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 …
reasonable cost has been the focus of many researchers. Recent studies have shown that …
Visible light communications: a survey on recent high-capacity demonstrations and digital modulation techniques
In order to deal with the increasing number of mobile devices and with their demand for
Internet services, particularly social media platforms, streaming video, and online gaming …
Internet services, particularly social media platforms, streaming video, and online gaming …
A visible light positioning system based on particle filter and deep learning
X Cao, Y Zhuang, G Chen, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Currently, various indoor positioning technologies are widely studied, and visible light
positioning (VLP) is a promising technology due to its high accuracy, low cost, and high …
positioning (VLP) is a promising technology due to its high accuracy, low cost, and high …
Artificial intelligence in visible light positioning for indoor IoT: A methodological review
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 …
of Things (IoT) given the rapid growth of IoT in smart cities, smart grids, and smart industries …
An indoor visible light positioning system using tilted leds with high accuracy
The accuracy of the received signal strength-based visible light positioning (VLP) system in
indoor applications is constrained by the tilt angles of transmitters (Txs) and receivers as …
indoor applications is constrained by the tilt angles of transmitters (Txs) and receivers as …
Positioning using wireless networks: Applications, recent progress and future challenges
Positioning has recently received considerable attention as a key enabler in emerging
applications such as extended reality, unmanned aerial vehicles and smart environments …
applications such as extended reality, unmanned aerial vehicles and smart environments …
A survey on indoor visible light positioning systems: Fundamentals, applications, and challenges
The growing demand for location-based services in areas like virtual reality, robot control,
and navigation has intensified the focus on indoor localization. Visible light positioning …
and navigation has intensified the focus on indoor localization. Visible light positioning …
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 …
illumination encouraged the researches to research in VLC-based indoor positioning …
Using linear interpolation to reduce the training samples for regression based visible light positioning system
YC Wu, KL Hsu, Y Liu, CY Hong… - IEEE Photonics …, 2020 - ieeexplore.ieee.org
We put forward and experimentally demonstrate a second order machine-learning (ML)
based visible-light-positioning (VLP) system using simple linear interpolation algorithm to …
based visible-light-positioning (VLP) system using simple linear interpolation algorithm to …
Experimental evaluation of machine learning methods for robust received signal strength-based visible light positioning
In this work, the use of Machine Learning methods for robust Received Signal Strength
(RSS)-based Visible Light Positioning (VLP) is experimentally evaluated. The performance …
(RSS)-based Visible Light Positioning (VLP) is experimentally evaluated. The performance …