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 …

Lifi based positioning for indoor scenarios

SM Kouhini, Z Ma, C Kottke, SM Mana… - 2021 17th …, 2021 - ieeexplore.ieee.org
An indoor positioning system integrated with wireless communication is an essential tool for
future Internet of Things applications. This paper presents a time-of-flight-based positioning …

Visible light positioning with lens compensation for non-Lambertian emission

B Meunier, J Cosmas, K Ali, N Jawad… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With greater demands for cost-effective, reliable, and highly accurate positioning, indoor
wireless localisation using Visible Light Positioning (VLP) is a promising solution for future …

Wireless indoor localisation within the 5G internet of radio light

BCE Meunier - 2022 - bura.brunel.ac.uk
Numerous applications can be enhanced by accurate and efficient indoor localisation using
wireless sensor networks, however trade-offs often exist between these two parameters. In …

Accuracy Enhancement of Indoor Visible Light Positioning Using Improved WKNN Algorithm

R Liu, Z Liang, Z Wang, M Song - 2023 IEEE 11th International …, 2023 - ieeexplore.ieee.org
Recently, weighted K-nearest neighbors (WKNN) algorithm was used in fingerprint-based
visible light positioning (VLP) systems and gained significant attention due to its low …

Empirical Analysis and AI based Intelligent Evaluation of Korean Teachers' Guiding Ability in MOOC based on Data Clustering

H Li - … Conference on Sustainable Computing and Data …, 2022 - ieeexplore.ieee.org
Evaluation of Korean teachers' ability in MOOC environment based on the fingerprint data
collection with the AI tools and the recognition is conducted in this paper. There are many …

Indoor Visible Light Positioning Based on Sparse Fingerprint Database Using Pathloss Model and Linear Interpolation

R Liu, Z Liang, X Li, Z Wang - Available at SSRN 4636754 - papers.ssrn.com
In recent years, fingerprinting technology has gained widespread usage in indoor visible
light positioning (VLP). However, constructing a fingerprint database (FD) is usually time …