The role of digital twin in optical communication: fault management, hardware configuration, and transmission simulation

D Wang, Z Zhang, M Zhang, M Fu, J Li… - … Communications …, 2021 - ieeexplore.ieee.org
… prospects in optical communication. Considering the need to develop optical communication,
… , this study introduces DT to optical communication to perform multiple functions, including …

Building a digital twin for intelligent optical networks [Invited Tutorial]

Q Zhuge, X Liu, Y Zhang, M Cai, Y Liu… - … Communications and …, 2023 - opg.optica.org
… new paradigm of physical layer modeling for optical networks: digital twin (DT). A commonly
used definition of a DT is from [22]: “A Digital Twin is an integrated multiphysics, multiscale, …

The paradigm of digital twin communications

TH Luan, R Liu, L Gao, R Li, H Zhou - arXiv preprint arXiv:2105.07182, 2021 - arxiv.org
digital twin in optical communication: fault management, hardware configuration, and
transmission simulation,” IEEE Communications … Zhang, “Digital twin empowered content caching …

Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends

D Wang, Y Song, Y Zhang, X Jiang… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
… This will be followed by an overview of ongoing DT research in optical communications
and networking, as well as an outlook on potential future directions for further investigation. …

OCATA: a deep-learning-based digital twin for the optical time domain

D Sequeira, M Ruiz, N Costa, A Napoli… - … Communications and …, 2023 - opg.optica.org
optical transmission and networking time domain digital twin … propose an optical time-domain
digital twin named OCATA … different optical network scenarios: (1) disaggregated optical

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
… Abstract—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 …

Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning

J Li, D Wang, M Zhang, S Cui - Optics Letters, 2020 - opg.optica.org
… load and optical path in the dynamic optical networks. Digital twin (DT) is an emerging digital
… -cost device fault diagnosis, and dynamic device configuration for optical communications. …

Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration

Y Song, M Zhang, Y Zhang, Y Shi, S Shen… - IEEE …, 2023 - ieeexplore.ieee.org
… ing accurate digital twin in field-deployed optical networks. … of digital twin in a field-trial
C+L-band optical transmission link… for optical communications, digital twin optical network, and …

Physics and AI-based digital twin of multi-spectrum propagation characteristics for communication and sensing in 6G and beyond

D He, K Guan, D Yan, H Yi, Z Zhang… - … in Communications, 2023 - ieeexplore.ieee.org
… CAPABILITIES As mentioned earlier, the digital twin of radio wave propagation needs to
satisfy … This work takes the digital twin with a given script as a starting point. It combines AI …

The Digital Twin Framework for the Physical Wideband and Long‐Haul Optical Fiber Communication Systems

H Yang, Z Niu, Q Fan, L Li, M Shi, C Zeng… - Laser & Photonics … - Wiley Online Library
Digital twin (DT) modeling is essential to optical fiber communication systems,
particularly for … As optical communication is reaching its limit of spectrum efficiency, ultra-wide-band …