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 …
Machine learning techniques for liquid level estimation using FBG temperature sensor array
KP Nascimento, A Frizera-Neto, C Marques… - Optical Fiber …, 2021 - Elsevier
This paper proposes the use of the fiber Bragg grating (FBG) temperature sensors array to
estimate the fluid level. The tank is 100 cm in height and 30 cm in width, with 9 FBG sensors …
estimate the fluid level. The tank is 100 cm in height and 30 cm in width, with 9 FBG sensors …
[PDF][PDF] 基于机器学习的可见光通信信号处理研究现状
邹鹏， 赵一衡， 胡昉辰， 迟楠 - 激光与光电子学进展, 2020 - researching.cn
摘要随着无线通信领域的发展, 具有诸多优点的可见光通信(VLC) 已经发展成为了一种具有广阔
前景的通信手段. 然而, 可见光通信中的各种非线性效应会给其信号处理带来诸多的困难 …
前景的通信手段. 然而, 可见光通信中的各种非线性效应会给其信号处理带来诸多的困难 …
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 …
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 …
Support vector machine based machine learning method for GS 8QAM constellation classification in seamless integrated fiber and visible light communication system
Visible light communication (VLC) network over optical fiber has become a potential
candidate in ultra-high speed indoor wireless communication. To mitigate signal distortion …
candidate in ultra-high speed indoor wireless communication. To mitigate signal distortion …
Expanded multiband super-nyquist CAP modulation for highly bandlimited organic visible light communications
In this article, we experimentally demonstrate a novel expanded nonorthogonal multiband
super-Nyquist carrier-less amplitude and phase (m-ESCAP) modulation for bandlimited …
super-Nyquist carrier-less amplitude and phase (m-ESCAP) modulation for bandlimited …
A Survey on Machine and Deep Learning for Optical Communications
MA Amirabadi, SA Nezamalhosseini… - arXiv preprint arXiv …, 2024 - arxiv.org
The ever-growing complexity of optical communication systems and networks demands
sophisticated methodologies to extract meaningful insights from vast amounts of …
sophisticated methodologies to extract meaningful insights from vast amounts of …
[PDF][PDF] Comparative analysis of ML-schemes in OWC systems
With the advancement of wireless communication, optical wireless communication (OWC)
has evolved into a communication method with a wide range of applications. However …
has evolved into a communication method with a wide range of applications. However …
Nonlinear mitigation of VLC-OFDM based on low complexity DW-KNN
K Yuan, B Cao - International Conference on Signal …, 2022 - spiedigitallibrary.org
We propose a low-complexity Distance-Weighted KNN (DW-KNN) algorithm to alleviate the
nonlinearity of the visible light orthogonal frequency-division multiplexing (VLC-OFDM) and …
nonlinearity of the visible light orthogonal frequency-division multiplexing (VLC-OFDM) and …