[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 …
Optimized digital radio over fiber system for medium range communication
In recent years, the demand of efficient and broadband wireless access has escalated, for
which Radio over Fiber (RoF) is considered as an appropriate solution. In this paper, we …
which Radio over Fiber (RoF) is considered as an appropriate solution. In this paper, we …
Direct digital predistortion technique for the compensation of laser chirp and fiber dispersion in long haul radio over fiber links
Abstract Analog Radio-over-Fiber (A-RoF) communication technology constitutes a
promising technique for next generation radio access networks thanks to its relatively low …
promising technique for next generation radio access networks thanks to its relatively low …
Digital predistortion for linearity improvement of VCSEL-SSMF-based radio-over-fiber links
This letter unfolds a digital predistortion (DPD) technique that improves the linearity of
limited range mobile front haul links for the contemporary long-term evolution (LTE) and …
limited range mobile front haul links for the contemporary long-term evolution (LTE) and …
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
MU Hadi, H Jung, PA Traverso… - International Journal of …, 2021 - cambridge.org
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 …
Enhancing distributed feedback‐standard single mode fiber‐radio over fiber links performance by neural network digital predistortion
This letter presents a novel neural network (NN) based digital predistortion (DPD) technique
to obliterate the signal impairments and nonlinearities in radio over fiber (RoF) systems …
to obliterate the signal impairments and nonlinearities in radio over fiber (RoF) systems …
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 …
Linearity improvement of VCSELs based radio over fiber systems utilizing digital predistortion
The article proposes a Digital Predistortion (DPD) methodology that substantially meliorates
the linearity of limited range Mobile Front Haul links for the extant Long-Term Evolution …
the linearity of limited range Mobile Front Haul links for the extant Long-Term Evolution …