Machine learning techniques in radio-over-fiber systems and networks

J He, J Lee, S Kandeepan, K Wang - Photonics, 2020 - mdpi.com
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 …

Millimeter-wave generation using hybrid silicon photonics

I Degli-Eredi, P An, J Drasbæk… - Journal of …, 2021 - iopscience.iop.org
Technological innovation with millimeter waves (mm waves), signals having carrier
frequencies between 30 and 300 GHz, has become an increasingly important research field …

RoF-based mobile fronthaul networks implemented by using DML and EML for 5G wireless communication systems

BG Kim, SH Bae, H Kim… - Journal of Lightwave …, 2018 - ieeexplore.ieee.org
We investigate the feasibility of implementing a mobile fronthaul network (MFN) based on
the radio-over-fiber (RoF) technology for the fifth generation wireless communication …

Amplified radio-over-fiber system linearization using recurrent neural networks

L Augusto Melo Pereira, LL Mendes… - Journal of Optical …, 2023 - opg.optica.org
Ubiquitous communication is an emergent feature of the future sixth generation of mobile
communication (6G) networks. One of the main challenges of this upcoming mobile network …

Nonlinearity mitigation for high-speed optical OFDM transmitters using digital pre-distortion

Y Bao, Z Li, J Li, X Feng, B Guan, G Li - Optics express, 2013 - opg.optica.org
Optical orthogonal frequency-division multiplexing (OOFDM) signal is sensitive to nonlinear
distortions induced by optical modulators. We propose and experimentally demonstrate a …

Linearization technologies for broadband radio-over-fiber transmission systems

X Zhang, R Zhu, D Shen, T Liu - Photonics, 2014 - mdpi.com
Linearization technologies that can be used for linearizing RoF transmission are reviewed.
Three main linearization methods, ie electrical analog linearization, optical linearization, and …

Adaptive dual-input analog RF predistorter for wideband 5G communication systems

A Kumar, M Rawat - IEEE Transactions on Circuits and Systems …, 2021 - ieeexplore.ieee.org
Advanced communication technologies like 5G focuses on the wideband signals and high
data rate. The quality of wideband signal transmission deteriorates due to the nonlinear …

Multi-octave linearized analog photonic link based on a polarization-multiplexing dual-parallel Mach-Zehnder modulator

D Zhu, J Chen, S Pan - Optics express, 2016 - opg.optica.org
A multi-octave highly-linear analog photonic link with simultaneous suppression of second-
order intermodulation distortion (IMD2) and third-order intermodulation distortion (IMD3) is …

Nonlinear inter-band subcarrier intermodulations of multi-RAT OFDM wireless services in 5G heterogeneous mobile fronthaul networks

J Wang, C Liu, J Zhang, M Zhu, M Xu… - Journal of Lightwave …, 2016 - ieeexplore.ieee.org
Nonlinear impairments of OFDM signals in 5G multi-radio access technology (multi-RAT)
heterogeneous mobile fronthaul (MFH) networks are investigated. Although nonlinear …

Dynamic range improvement of a microwave photonic link based on bi-directional use of a polarization modulator in a Sagnac loop

W Li, J Yao - Optics Express, 2013 - opg.optica.org
A novel microwave photonic link (MPL) with an improved spurious-free dynamic range
(SFDR) based on a bidirectional use of a polarization modulator (PolM) in a Sagnac loop is …