Machine learning techniques for optical performance monitoring and modulation format identification: A survey

WS Saif, MA Esmail, AM Ragheb… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
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 …

Photonic chip based ultrafast optical processing based on high nonlinearity dispersion engineered chalcogenide waveguides

BJ Eggleton, TD Vo, R Pant, J Schr… - Laser & Photonics …, 2012 - Wiley Online Library
Progress in developing photonic chip based optical processing devices with ultrahigh‐
bandwidth is reviewed. The unprecedented processing bandwidth of our platform based on …

Optical signal processing on a silicon chip at 640Gb/s using slow-light

B Corcoran, C Monat, M Pelusi, C Grillet, TP White… - Optics express, 2010 - opg.optica.org
We demonstrate optical performance monitoring of in-band optical signal to noise ratio
(OSNR) and residual dispersion, at bit rates of 40Gb/s, 160Gb/s and 640Gb/s, using slow …

Modulation format identification in fiber communications using single dynamical node-based photonic reservoir computing

Q Cai, Y Guo, P Li, A Bogris, KA Shore, Y Zhang… - Photonics …, 2021 - opg.optica.org
We present a simple approach based on photonic reservoir computing (P-RC) for
modulation format identification (MFI) in optical fiber communications. Here an optically …

Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks

FN Khan, Y Zhou, APT Lau, C Lu - Optics express, 2012 - opg.optica.org
We propose a simple and cost-effective technique for modulation format identification (MFI)
in next-generation heterogeneous fiber-optic networks using an artificial neural network …

[图书][B] Fiber optic communication networks

G Keiser, G Keiser - 2021 - Springer
Various types of optical fiber networks have been conceived, designed, and built to satisfy a
wide range of transmission capacities and speeds. The link lengths between users can vary …

Simultaneous optical performance monitoring and modulation format/bit-rate identification using principal component analysis

MC Tan, FN Khan, WH Al-Arashi, Y Zhou… - Journal of Optical …, 2014 - opg.optica.org
We propose a novel technique for simultaneous multi-impairment monitoring and
autonomous bit-rate and modulation format identification (BR-MFI) in next-generation …

The prospect of inter-data-center optical networks

X Zhao, V Vusirikala, B Koley… - IEEE …, 2013 - ieeexplore.ieee.org
Mega data centers and their interconnection networks have drawn great attention in recent
years because of the rapid public adoption of cloud-based services. The unprecedented …

Joint optical performance monitoring and modulation format/bit-rate identification by CNN-based multi-task learning

X Fan, Y Xie, F Ren, Y Zhang, X Huang… - IEEE Photonics …, 2018 - ieeexplore.ieee.org
A novel technique is proposed for joint multi-impairment optical performance monitoring
(OPM) with bit-rate and modulation format identification (BR-MFI) in next-generation …

Efficiency enhancement of optical strip waveguide by the effect of heat treatment

MA Fakhri, ET Salim, MHA Wahid, AW Abdulwahhab… - Optik, 2019 - Elsevier
Optical strip waveguide fabricated by spin-coat technique and device pattern transfer using
positive photoresist through photo lithography (ultraviolet light) is studied in terms of its …