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 …
Simulation and experimental investigation of nonlinear effects in 5G fronthaul transmission system based on WDM-PON architecture
Y Song, P Yu, Y Xu, Z Li - Optical Fiber Technology, 2021 - Elsevier
Wavelength-division multiplexing passive optical network (WDM-PON) is considered as a
mainstream solution for 5G fronthaul transmission system to cope with the rapidly increasing …
mainstream solution for 5G fronthaul transmission system to cope with the rapidly increasing …
Inter-band interference cancellation based on complex ICA for 100Gbit/s/λ non-orthogonal m-CAP NGFI-II fronthaul data transmission
Next generation fronthaul interface (NGFI) has been adopted as the mobile fronthaul (FH)
transportation solution of the next generation (NG) mobile network, which requires high …
transportation solution of the next generation (NG) mobile network, which requires high …
Performance enhanced probabilistically shaped PAM4 signal based on nonlinear differential coding for IM/DD system
T Liu, J Ma, J Lu, J Liu, X Zeng, Y Wang - Optical Fiber Technology, 2022 - Elsevier
In this paper, the probabilistically shaped pulse amplitude modulation (PS-PAM) signal is
proposed in intensity modulation and direct detection (IM/DD) system. For the traditional …
proposed in intensity modulation and direct detection (IM/DD) system. For the traditional …
Digital predistortion enhancement by convolutional neural network for probabilistic shaped discrete multi-tone signal transmission in passive optical network
We experimentally demonstrate a 68.2-Gb/s net data-rate probabilistic shaped discrete multi-
tone transmission in passive optical network with 11G-class devices. The convolutional …
tone transmission in passive optical network with 11G-class devices. The convolutional …
Stochastic RWA and lightpath rerouting in WDM networks
M Daryalal, M Bodur - INFORMS Journal on Computing, 2022 - pubsonline.informs.org
In a telecommunication network, routing and wavelength assignment (RWA) is the problem
of finding lightpaths for incoming connection requests. When facing a dynamic traffic, greedy …
of finding lightpaths for incoming connection requests. When facing a dynamic traffic, greedy …
Coherent optical access networks: Rate dynamic and multiple access
Z Wei - 2024 - escholarship.mcgill.ca
Coherent technology is a competitive candidate for next-generation 100/200-G passive
optical networks (PON) with 40 km coverage. The characteristics of linear optical field …
optical networks (PON) with 40 km coverage. The characteristics of linear optical field …
Mitigation of the XPM in 5G fronthaul wavelengths by using orthogonal polarization method
Y Xu, P Yu, N Ye, Y Song - Optics Communications, 2021 - Elsevier
In the dense wavelength-division multiplexing (DWDM)-based 5G fronthaul network, cross-
phase modulation (XPM) would become more obvious to degrade the signal when the …
phase modulation (XPM) would become more obvious to degrade the signal when the …
Sequential Decision-Making Under Uncertainty: Novel Methodologies and Applications
M Daryalal - 2022 - search.proquest.com
In sequential decision-making under uncertainty, multistage stochastic mixed-integer
programming (MSMIP) is a tool for addressing optimization problems with a given probability …
programming (MSMIP) is a tool for addressing optimization problems with a given probability …
Design of neural network-based nonlinear equalisers for coherent optical communication systems
Y Liu - 2023 - wrap.warwick.ac.uk
Recent advancements in beyond 5G (B5G) networks and future communications demand
ultra-high capacity and, therefore, impose stringent requirements on fibre-optic transmission …
ultra-high capacity and, therefore, impose stringent requirements on fibre-optic transmission …