Experimental demonstration of partially disaggregated optical network control using the physical layer digital twin

G Borraccini, S Straullu, A Giorgetti… - … on Network and …, 2023 - ieeexplore.ieee.org
Optical communications and networking are fast becoming the solution to support ever-
increasing data traffic across all segments of the network, expanding from core/metro …

Local and global optimization methods for optical line control based on quality of transmission

G Borraccini, S Straullu, A D'Amico… - Journal of Optical …, 2024 - opg.optica.org
The ever-increasing demand for data traffic in recent decades has pushed network
operators to give importance to the aspect of infrastructure control to facilitate its scalability …

Gain profile characterization and modelling for dual-stage EDFA abstraction and control

G Borraccini, V Gatto, A D'Amico… - IEEE Photonics …, 2023 - ieeexplore.ieee.org
Relying on a two-measurement characterization, in this work a simple and effective gain
profile model for dual-stage optical erbium-doped fiber amplifiers (EDFAs) working under full …

[PDF][PDF] Machine learning enhancement of a digital twin for WDM network performance prediction leveraging Quality of Transmission parameter refinement

N Morette, H Hafermann, Y Frignac, Y Pointurier - JOCN, 2023 - pointurier.org
Digital twins hold the promise of enabling efficient design and operation of complex optical
networks. They may be used as tools for offline system simulation and aid the design of …

Optical Line Physical Parameters Calibration in Presence of EDFA Total Power Monitors

G Borraccini, YK Huang, A D'Amico… - 2024 Optical Fiber …, 2024 - ieeexplore.ieee.org
Optical Line Physical Parameters Calibration in Presence of EDFA Total Power Monitors
Page 1 Optical Line Physical Parameters Calibration in Presence of EDFA Total Power …

Local vs. global optimization for optical line system control in disaggregated networks

G Borraccini, A D'Amico, S Straullu… - … on Optical Network …, 2023 - ieeexplore.ieee.org
Setting the operating point of optical amplifiers of optical line systems (OLS) s within
transparent, disaggregated and reconfigurable networks is a crucial task that determines the …

Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous Wavelength Loading

X Liu, Q Qiu, Y Zhang, M Cai, Y Liu, L Yi… - 2024 Optical Fiber …, 2024 - ieeexplore.ieee.org
Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous
Wavelength Loading Page 1 Auto-DTWave: Digital Twin-Aided Autonomous Optical Network …

Gain profile characterization and modelling for an accurate EDFA abstraction and control

G Borraccini, V Gatto, A D'Amico, S Straullu… - arXiv preprint arXiv …, 2023 - arxiv.org
Relying on a two-measurement characterization phase, a gain profile model for dual-stage
EDFAs is presented and validated in full spectral load condition. It precisely reproduces the …

[PDF][PDF] Highly accurate technique for CO-OFDM channel estimation technique using extreme learning machine (ELM)

NM Joseph, C Puttamadappa - WSEAS Trans. on Electronics, 2023 - wseas.com
In wireless systems, channel estimation is considered a problematic technology, due to the
fact of the difference in time between wireless channels and the noise effect. Orthogonal …

Machine learning enhancement of a digital twin for wavelength division multiplexing network performance prediction leveraging quality of transmission parameter …

N Morette, H Hafermann, Y Frignac… - Journal of Optical …, 2023 - opg.optica.org
Digital twins capable of quality of transmission (QoT) estimation and prediction are powerful
tools for efficient design and operation of optical networks. In this paper, we employ machine …