Machine learning applications for short reach optical communication

Y Xie, Y Wang, S Kandeepan, K Wang - Photonics, 2022 - mdpi.com
With the rapid development of optical communication systems, more advanced techniques
conventionally used in long-haul transmissions have gradually entered systems covering …

Design Guidelines for Optical Camera Communication Systems: A Tutorial

A Liu, W Shi, M Safari, W Liu, J Cao - IEEE Photonics Journal, 2024 - ieeexplore.ieee.org
The rapid development of the Internet of Things (IoT) has put great challenges on the next
generation's communication technologies. Optical Camera Communication (OCC), with its …

47-kbit/s RGB-LED-based optical camera communication based on 2D-CNN and XOR-based data loss compensation

L Liu, R Deng, LK Chen - Optics express, 2019 - opg.optica.org
In an RGB-LED-based optical camera communication (OCC) system, the inter-symbol
interference and inter-channel interference deteriorate the transmission performance …

Data rate enhancement in optical camera communications using an artificial neural network equaliser

OI Younus, NB Hassan, Z Ghassemlooy… - IEEE …, 2020 - ieeexplore.ieee.org
In optical camera communication (OCC) systems leverage on the use of commercial off-the-
shelf image sensors to perceive the spatial and temporal variation of light intensity to enable …

CMOS camera based visible light communication (VLC) using grayscale value distribution and machine learning algorithm

KL Hsu, YC Wu, YC Chuang, CW Chow, Y Liu… - Optics …, 2020 - opg.optica.org
We demonstrate a visible light communication (VLC) system using light emitting diode (LED)
backlight display panel and mobile-phone complementary-metal–oxide–semiconductor …

The utilization of artificial neural network equalizer in optical camera communications

OI Younus, NB Hassan, Z Ghassemlooy, S Zvanovec… - Sensors, 2021 - mdpi.com
In this paper, we propose and validate an artificial neural network-based equalizer for the
constant power 4-level pulse amplitude modulation in an optical camera communications …

A two-stage power allocation-based NOMA architecture for optical camera communication

M Shahjalal, MK Hasan, MM Islam… - IEEE systems …, 2020 - ieeexplore.ieee.org
Visible light communication (VLC) is an emerging technology that provides ubiquitous
connectivity by complementing radio frequency communication for the fifth-generation (5G) …

Li-poster: Real-time non-line-of-sight optical camera communication for hand-held smartphone applications

L Liu, LK Chen - 2021 Optical Fiber Communications …, 2021 - ieeexplore.ieee.org
Li-poster: Real-time Non-line-of-sight Optical Camera Communication for Hand-held Smartphone
Applications Page 1 Li-poster: Real-time Non-line-of-sight Optical Camera Communication for …

BER analysis on exposure effect for optical camera communication

K Dong, M Kong, R Chen, L Liu, M Wang - Optics Letters, 2023 - opg.optica.org
The exposure effect of cameras in optical camera communication (OCC) distorts the
received light pulses and generates inter-symbol interference (ISI), which adversely affects …

Nearest neighbor bit assisted decision scheme for ISI mitigation in optical camera communications

J Shi, J He - Optics Letters, 2024 - opg.optica.org
To enable a higher transmission rate in optical camera communication (OCC) systems,
severe inter-symbol interference (ISI) occurs owing to the reduction of the number of pixel …