Machine learning techniques for optical performance monitoring and modulation format identification: A survey
The trade-off between more user bandwidth and quality of service requirements introduces
unprecedented challenges to the next generation smart optical networks. In this regard, the …
unprecedented challenges to the next generation smart optical networks. In this regard, the …
Designing, operating, and reoptimizing elastic optical networks
Emerging services and applications demanding high bitrate and stringent quality of service
requirements are pushing telecom operators to upgrade their core networks based on …
requirements are pushing telecom operators to upgrade their core networks based on …
Building a digital twin for intelligent optical networks [Invited Tutorial]
To support the development of intelligent optical networks, accurate modeling of the physical
layer is crucial. Digital twin (DT) modeling, which relies on continuous learning with real-time …
layer is crucial. Digital twin (DT) modeling, which relies on continuous learning with real-time …
Learning from the optical spectrum: failure detection and identification
The availability of coarse-resolution cost-effective optical spectrum analyzers (OSAs) allows
their widespread deployment in operators' networks. In this paper, we explore several …
their widespread deployment in operators' networks. In this paper, we explore several …
Accurate quality of transmission estimation with machine learning
I Sartzetakis, K Christodoulopoulos… - Journal of Optical …, 2019 - opg.optica.org
In optical transport networks the quality of transmission (QoT) is estimated before
provisioning new connections or upgrading existing ones. Traditionally, a physical layer …
provisioning new connections or upgrading existing ones. Traditionally, a physical layer …
Modeling EDFA gain ripple and filter penalties with machine learning for accurate QoT estimation
For reliable and efficient network planning and operation, accurate estimation of Quality of
Transmission (QoT) before establishing or reconfiguring the connection is necessary. In …
Transmission (QoT) before establishing or reconfiguring the connection is necessary. In …
Towards multiband optical systems
Towards multiband optical systems Page 1 NeTu3E.1.pdf Advanced Photonics Congress (BGPP,
IPR, NP, Networks, NOMA, Sensors, SOF, SPPCom) © OSA 2018 Towards multiband optical …
IPR, NP, Networks, NOMA, Sensors, SOF, SPPCom) © OSA 2018 Towards multiband optical …
[ΒΙΒΛΙΟ][B] Elastic optical networks: fundamentals, design, control, and management
B Chatterjee, E Oki - 2020 - taylorfrancis.com
The rapid growth in communications and internet has changed our way of life, and our
requirement for communication bandwidth. Optical networks can enable us to meet the …
requirement for communication bandwidth. Optical networks can enable us to meet the …
OCATA: a deep-learning-based digital twin for the optical time domain
The development of digital twins to represent the optical transport network might enable
multiple applications for network operation, including automation and fault management. In …
multiple applications for network operation, including automation and fault management. In …
RETRACTED ARTICLE: Assessing transmission excellence and flow detection based on Machine Learning
Excellence in transmission can be assessed in optical transport networks before providing
any additional connections or upgrading the connections. Generally, the Physical Layer …
any additional connections or upgrading the connections. Generally, the Physical Layer …