Machine learning techniques in radio-over-fiber systems and networks
The radio-over-fiber (RoF) technology has been widely studied during the past decades to
extend the wireless communication coverage by leveraging the low-loss and broad …
extend the wireless communication coverage by leveraging the low-loss and broad …
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 …
[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 …
Multiband 5G NR-over-fiber system using analog front haul
This paper reports the performance evaluation and realization of fifth generation (5G) new
radio (NR) multiband signals employing Analog Radio-over-Fiber based optical link as a …
radio (NR) multiband signals employing Analog Radio-over-Fiber based optical link as a …
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 …
Fibre wireless distributed antenna systems for 5G and 6G services
The terahertz (THz) frequency bands are being explored as a potential means of enabling
an ultra-high transmission capacity in sixth-generation (6G) radio-access networks (RAN) …
an ultra-high transmission capacity in sixth-generation (6G) radio-access networks (RAN) …
Digital Predistortion Based Experimental Evaluation of Optimized Recurrent Neural Network for 5G Analog Radio Over Fiber Links
In the context of Enhanced Remote Area Communications (ERAC), Radio over Fiber (RoF)
technology plays a crucial role in extending reliable connectivity to underserved and remote …
technology plays a crucial role in extending reliable connectivity to underserved and remote …
[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 …
Assessment of digital predistortion methods for DFB‐SSMF radio‐over‐fiber links linearization
This letter presents a comparative evaluation between three different behavioral models to
perform digital predistortion (DPD) that enhances the linearity of radio‐over‐fiber (RoF) …
perform digital predistortion (DPD) that enhances the linearity of radio‐over‐fiber (RoF) …