Evolution of short-range optical wireless communications
The optical wireless communication (OWC) technology explores the broad unregulated
optical spectrum to provide high-speed wireless communications, and the visible, ultraviolet …
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
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 …
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
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 …
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
This paper demonstrates an unprecedented novel neural network (NN)-based digital
predistortion (DPD) solution to overcome the signal impairments and nonlinearities in …
predistortion (DPD) solution to overcome the signal impairments and nonlinearities in …
SDN-enabled FiWi-IoT smart environment network traffic classification using supervised ML models
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 …
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
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 …
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 …
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
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 …
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
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 …
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
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 …
communication networks have shown promising results, in particular, improving receiver …