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 …

Dynamic route discovery using modified grasshopper optimization algorithm in wireless Ad-Hoc visible light communication network

S Vadivel, S Konda, KR Balmuri, A Stateczny… - Electronics, 2021 - mdpi.com
In recent times, visible light communication is an emerging technology that supports high
speed data communication for wireless communication systems. However, the performance …

Performance degradation prediction of mechanical equipment based on optimized multi-kernel relevant vector machine and fuzzy information granulation

F Chen, Y Yang, B Tang, B Chen, W **ao, X Zhong - Measurement, 2020 - Elsevier
An operation condition evaluation and prediction method based on wavelet packet
information entropy and multi-kernel relevance vector machine is proposed for mechanical …

Single LED positioning scheme based on angle sensors in robotics

L Huang, S Wen, Z Yan, H Song, S Su, W Guan - Applied Optics, 2021 - opg.optica.org
Indoor robotic localization is one of the most active areas in robotics research nowadays.
Visible light positioning (VLP) is a promising indoor localization method, as it provides high …

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 …

Indoor high precision three-dimensional positioning system based on visible light communication using improved hybrid bat algorithm

Y Chen, H Zheng, H Liu, Z Han… - IEEE Photonics Journal, 2020 - ieeexplore.ieee.org
To solve problems of low positioning accuracy and long time-consuming in indoor visible
light three-dimensional positioning system, a visible light three-dimensional positioning …

GM-CPSO: A new viewpoint to chaotic particle swarm optimization via Gauss map

H Koyuncu - Neural Processing Letters, 2020 - Springer
Chaos concept has been appealed in the recent optimization methods to achieve a
convenient tradeoff between exploration and exploitation. Different chaotic maps have been …

Indoor visible light positioning based on improved whale optimization method with min-max algorithm

R Liu, Z Liang, Z Wang, W Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, the Min-Max algorithm has been widely used in various indoor positioning
systems due to its simplicity and robustness. In this article, an improved whale optimization …

A novel 3D visible light positioning method using received signal strength for industrial applications

Y Almadani, M Ijaz, W Joseph, S Bastiaens… - Electronics, 2019 - mdpi.com
In this paper, a novel three-dimensional (3D) indoor visible light positioning (VLP) algorithm
using the Cayley–Menger determinant (CMD) with a cost function is proposed and …

Indoor three-dimensional high-precision positioning system with bat algorithm based on visible light communication

L Huang, P Wang, Z Liu, X Nan, L Jiao, L Guo - Applied Optics, 2019 - opg.optica.org
A three-dimensional (3-D) positioning system on the basis of bat algorithm (BA) using visible
light communication is proposed in this work. BA is a global optimization algorithm that can …