[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 …
Experimental demonstration and performance enhancement of 5G NR multiband radio over fiber system using optimized digital predistortion
This paper presents an experimental realization of multiband 5G new radio (NR) optical front
haul (OFH) based radio over fiber (RoF) system using digital predistortion (DPD). A novel …
haul (OFH) based radio over fiber (RoF) system using digital predistortion (DPD). A novel …
Experimental evaluation of real-time sigma-delta radio over fiber system for fronthaul applications
Sigma-delta radio over fiber (ΣΔ-RoF) is an expedient technology for next-generation
networks including 5G cloud/centralized radio access networks (C-RAN). In this article, we …
networks including 5G cloud/centralized radio access networks (C-RAN). In this article, we …
[HTML][HTML] Mitigation of nonlinearities in analog radio over fiber links using machine learning approach
MU Hadi - ICT Express, 2021 - Elsevier
Abstract Machine learning (ML) techniques are looked upon as an innovative and realistic
direction to cope up with nonlinearity issues in fiber optics communication. In this paper, a …
direction to cope up with nonlinearity issues in fiber optics communication. In this paper, a …
Efficient supervised machine learning network for non-intrusive load monitoring
From a single meter that measures the entire home's electrical demand, energy
disaggregation calculates appliance-by-appliance electricity consumption. Non-intrusive …
disaggregation calculates appliance-by-appliance electricity consumption. Non-intrusive …
Practically feasible closed-loop digital predistortion for VCSEL-MMF-based radio-over-fiber links
The article demonstrates a novel Digital Predistortion (DPD) architecture for Mobile Front
Haul links for the advanced Long-Term Evolution (LTE) and upcoming 5G networks …
Haul links for the advanced Long-Term Evolution (LTE) and upcoming 5G networks …
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 …
Nonlinearities mitigation in radio over fiber links for beyond 5g c-ran applications using support vector machine approach
Machine learning (ML) methodologies gave an innovative and realistic direction to cope up
with nonlinearity issues in fiber optics communication. In this paper, a 40-Gb/s 128 …
with nonlinearity issues in fiber optics communication. In this paper, a 40-Gb/s 128 …
Enhancing IoT Services in 6G Non-Terrestrial Networks with Multicast Massive MIMO
F Qi, W **e - IEEE Network, 2024 - ieeexplore.ieee.org
This research enhances IoT services in 6G non-terrestrial networks (NTNs) by effectively
incorporating multicast massive MIMO technology. Based on the Multicast–Broadcast …
incorporating multicast massive MIMO technology. Based on the Multicast–Broadcast …
Enhancing 5G multi‐band long haul optical fronthaul links performance by magnitude‐selective affine digital predistortion method
This paper presents a novel magnitude‐selective affine (MSA) based digital predistortion
(DPD) method for the performance investigation of multiband 5G new radio (NR) based …
(DPD) method for the performance investigation of multiband 5G new radio (NR) based …