Evolution of optical wireless communication for B5G/6G
The research on optical wireless communication (OWC) has been going on for more than
two decades. Particularly, visible light communication (VLC), as a means of OWC combining …
two decades. Particularly, visible light communication (VLC), as a means of OWC combining …
An overview of wireless communication technology using deep learning
J Jiao, X Sun, L Fang, J Lyu - China Communications, 2021 - ieeexplore.ieee.org
With the development of 5G, the future wireless communication network tends to be more
and more intelligent. In the face of new service demands of communication in the future such …
and more intelligent. In the face of new service demands of communication in the future such …
A comprehensive survey on MIMO visible light communication: current research, machine learning and future trends
Visible light communication (VLC) has contributed new unused spectrum in addition to the
traditional radio frequency communication and can play a significant role in wireless …
traditional radio frequency communication and can play a significant role in wireless …
KR-DBSCAN: A density-based clustering algorithm based on reverse nearest neighbor and influence space
L Hu, H Liu, J Zhang, A Liu - Expert Systems with Applications, 2021 - Elsevier
Density-based clustering is one of the most commonly used analysis methods in data mining
and machine learning, with the advantage of locating non-ball-shaped clusters without …
and machine learning, with the advantage of locating non-ball-shaped clusters without …
Challenges and prospects of machine learning in visible light communication
Visible light communication (VLC) is a promising research field in modern wireless
communication. VLC has its irreplaceable strength including rich spectrum resources, no …
communication. VLC has its irreplaceable strength including rich spectrum resources, no …
Performance enhancement based on machine learning scheme for space multiplexing 2× 2 MIMO VLC system employing joint IQ independent component analysis
With the increasing demand for Visible Light Communication (VLC) bandwidth, the space-
multiplexing technique has been widely utilized to enhance the capability of the VLC system …
multiplexing technique has been widely utilized to enhance the capability of the VLC system …
A survey on machine learning algorithm applications in visible light communication systems
Abstract Visible Light Communication (VLC) technology offers a promising alternative for
high-speed data transfer due to its ability to simultaneously illuminate and transport data …
high-speed data transfer due to its ability to simultaneously illuminate and transport data …
Machine learning in visible light communication system: A survey
With the widespread adoption of high bandwidth utilisation, visible light communication
(VLC) has emerged as a potential solution to meet the demands for high‐speed data …
(VLC) has emerged as a potential solution to meet the demands for high‐speed data …
Experimental evaluation of an OFDM-PWM-based X-ray communication system
We experimentally demonstrate an improved orthogonal frequency division multiplexing
(OFDM) into the pulse width modulation (PWM) scheme for the X-ray communication …
(OFDM) into the pulse width modulation (PWM) scheme for the X-ray communication …
Patterns quantization with noise using Gaussian features and Bayesian learning in VLC systems
X Lu, Y Liu, J Chen, Y Ran, Y **ao… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Nonlinear impairments seriously affect the transmission performance of high-speed visible
light communication (VLC) systems, which have become the bottleneck of VLC systems in …
light communication (VLC) systems, which have become the bottleneck of VLC systems in …