Evolution of short-range optical wireless communications

K Wang, T Song, Y Wang, C Fang, J He… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
The optical wireless communication (OWC) technology explores the broad unregulated
optical spectrum to provide high-speed wireless communications, and the visible, ultraviolet …

Survey on RoF technology and the mitigation schemes over the challenges in the RoF network

IA Rather, G Kumar, R Saha - Optik, 2021 - Elsevier
The fiber optic communication is the one where the wired and the wireless communication
systems are integrated to have high bandwidth, low cost, and high data rate with high user …

A survey on machine learning schemes for fiber nonlinearity mitigation in radio over fiber system

V Jain, R Bhatia - Journal of Optical Communications, 2025 - degruyter.com
The fifth generation is the most recent generation of communication needed for high data
rates. High spectrum availability, low jitter, high reliability, minimal latency, and increased …

[HTML][HTML] Neural network DPD for aggrandizing SM-VCSEL-SSMF-based radio over fiber link performance

MU Hadi, M Awais, M Raza, K Khurshid, H Jung - Photonics, 2021 - mdpi.com
This paper demonstrates an unprecedented novel neural network (NN)-based digital
predistortion (DPD) solution to overcome the signal impairments and nonlinearities in …

SDN-enabled FiWi-IoT smart environment network traffic classification using supervised ML models

E Ganesan, IS Hwang, AT Liem, MS Ab-Rahman - Photonics, 2021 - mdpi.com
Due to the rapid growth of the Internet of Things (IoT), applications such as the Augmented
Reality (AR)/Virtual Reality (VR), higher resolution media stream, automatic vehicle driving …

DSP-enhanced radio-over-fiber technologies for 5G-and-beyond wired-wireless convergence

P Zhu, Y Yoshida, A Kanno… - Journal of Optical …, 2022 - opg.optica.org
Wired-wireless convergence is considered one of the most promising concepts for the
access networks in the upcoming beyond-5G era, a notable example being the radio-over …

Practical Demonstration of 5G NR Transport Over-Fiber System with Convolutional Neural Network

MU Hadi - Telecom, 2022 - mdpi.com
This study describes an experimental realization using digital predistortion (DPD) for a fifth
generation (5G) multiband new radio (NR) optical front haul (OFH) based Radio over Fiber …

Performance comparison of external modulators in RoF for green radio communication

D Singh, N Goel, P Kumar - Journal of Optics, 2024 - Springer
This paper implements a Mach–Zehnder modulator and electro-absorption modulator-based
radio-over-fibre architectures utilising different types of fibres used in the link. By optimising …

Machine learning-based linearization schemes for radio over fiber systems

LAM Pereira, LL Mendes… - IEEE Photonics …, 2022 - ieeexplore.ieee.org
This work proposes a novel machine learning (ML)-based linearization scheme for radio-
over-fiber (RoF) systems with external modulation. The proposed approach has the …

A Machine Learning Aided Reference-Tone-Based Phase Noise Correction Framework for Fiber-Wireless Systems

GH Thng, S Mikki - IEEE Transactions on Machine Learning in …, 2024 - ieeexplore.ieee.org
In recent years, the research involving the use of machine learning in the field of
communication networks have shown promising results, in particular, improving receiver …