Results 11 to 20 of about 1,233,950 (356)

Machine Learning Based Low-Cost Optical Performance Monitoring in Mode Division Multiplexed Optical Networks

open access: yesPhotonics, 2022
Real-time optical performance monitoring (OPM) is of the utmost importance in adaptive optical networks to enable awareness of channel conditions and to achieve high quality of service.
Waddah S. Saif   +4 more
doaj   +2 more sources

Machine Learning-Aided Optical Performance Monitoring Techniques: A Review

open access: yesFrontiers in Communications and Networks, 2022
Future communication systems are faced with increased demand for high capacity, dynamic bandwidth, reliability and heterogeneous traffic. To meet these requirements, networks have become more complex and thus require new design methods and monitoring ...
Dativa K. Tizikara   +2 more
doaj   +2 more sources

Multi-Task Learning Convolutional Neural Network and Optical Spectrums Enabled Optical Performance Monitoring

open access: yesIEEE Photonics Journal, 2022
We propose a simultaneous optical signal recognition (OSR) and optical signal-to-noise ratio (OSNR) monitoring method by using multi-task learning convolutional neural network (MTL-CNN) in conjunction with optical spectrums, which enables optical ...
Chenglong Yu   +5 more
doaj   +2 more sources

Optical Performance Monitoring in Mode Division Multiplexed Optical Networks [PDF]

open access: yesJournal of Lightwave Technology, 2021
This article considers, for the first time, optical performance monitoring (OPM) in few mode fiber (FMF)-based optical networks. 1-D features vector, extracted by projecting a 2-D asynchronous in-phase quadrature histogram (IQH), and the 2D IQH are proposed to achieve OPM in FMF-based network.
Waddah S. Saif   +3 more
openaire   +3 more sources

Optical Performance Monitoring Systems in Disaggregated Optical Networks [PDF]

open access: yes2018 20th International Conference on Transparent Optical Networks (ICTON), 2018
In this paper, optical performance monitoring is presented as enabler to address the key challenges in disaggregated optical networks. In fact, data plane elements for non-intrusive monitoring of different modulation formats will be discussed, reviewing different options based on high resolution spectral analysis.
Fabrega, Josep M.   +2 more
openaire   +3 more sources

ORCHESTRA - Optical performance monitoring enabling flexible networking [PDF]

open access: yes2015 17th International Conference on Transparent Optical Networks (ICTON), 2015
ORCHESTRA project presentation - ICTON ...
Christodoulopoulos, K.   +18 more
openaire   +5 more sources

Optical Arbitrary Waveform Processing of Over 100 Spatial Channels for Optical Performance Monitoring [PDF]

open access: bronzeJournal of Lightwave Technology, 2018
We developed an optical processing platform that handles over 100 space-division-multiplexed signals in the C-band. The device consists of free-space optics based on liquid crystal on silicon (LCOS) with a waveguide frontend.
M. Nakajima   +6 more
openalex   +2 more sources

Performance Monitoring in the Next Generation of Optical Networks [PDF]

open access: green2006 International Conference on Photonics in Switching, 2006
This paper discusses the requirements for optical performance monitoring in all-optical networks. Investigations show that current monitoring technologies are not sufficient for the optically switched networks and that several performance monitoring operations need to be moved down to the physical layer.
Martin Nordal Petersen
openaire   +3 more sources

Machine Learning Techniques for Optical Performance Monitoring and Modulation Format Identification: A Survey [PDF]

open access: hybridIEEE Communications Surveys and Tutorials, 2020
The trade-off between more user bandwidth and quality of service requirements introduces unprecedented challenges to the next generation smart optical networks.
Waddah S. Saif   +4 more
openalex   +2 more sources

Robust Self-Learning Physical Layer Abstraction Utilizing Optical Performance Monitoring and Markov Chain Monte Carlo [PDF]

open access: greenEuropean Conference on Optical Communication, 2017
Fanchao Meng   +6 more
openalex   +2 more sources

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