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 …

Optical performance monitoring: A review of current and future technologies

Z Dong, FN Khan, Q Sui, K Zhong… - Journal of Lightwave …, 2015 - ieeexplore.ieee.org
Optical performance monitoring (OPM) is the estimation and acquisition of different physical
parameters of transmitted signals and various components of an optical network. OPM …

Optical performance monitoring

AE Willner, Z Pan, C Yu - Optical fiber telecommunications VB, 2008 - Elsevier
Publisher Summary This chapter explores optical performance monitoring (OPM) and its
potential for enabling higher stability, reconfigurability, and flexibility in a self-managed …

Optical performance monitoring for the next generation optical communication networks

Z Pan, C Yu, AE Willner - Optical Fiber Technology, 2010 - Elsevier
Today's optical networks function are in a fairly static fashion and are built to operate within
well-defined specifications. This scenario is quite challenging for next generation high …

Multi-task deep neural network (MT-DNN) enabled optical performance monitoring from directly detected PDM-QAM signals

Y Cheng, S Fu, M Tang, D Liu - Optics express, 2019 - opg.optica.org
We experimentally demonstrate a multi-task deep neutral network (MT-DNN) enabled
optical performance monitoring (OPM) for PDM-QPSK/8QAM/16QAM signals, by using the …

A review of the polarization-nulling technique for monitoring optical-signal-to-noise ratio in dynamic WDM networks

JH Lee, HY Choi, SK Shin… - Journal of Lightwave …, 2006 - ieeexplore.ieee.org
The polarization-nulling technique utilizes the different properties of optical signal and
amplified spontaneous emission (ASE) noise for accurate monitoring of the optical-signal-to …

Long short-term memory neural network (LSTM-NN) enabled accurate optical signal-to-noise ratio (OSNR) monitoring

C Wang, S Fu, Z Xiao, M Tang, D Liu - Journal of Lightwave …, 2019 - opg.optica.org
Optical signal-to-noise ratio (OSNR) monitoring is essential to both the operation of reliable
and reconfigurable network and the supply of high quality-of-service. Recently, deep …

OSNR monitoring for QPSK and 16-QAM systems in presence of fiber nonlinearities for digital coherent receivers

Z Dong, APT Lau, C Lu - Optics express, 2012 - opg.optica.org
OSNR monitoring is indispensable for coherent systems to ensure robust, reliable network
operation and potentially enable impairment-aware routing for future dynamic optical …

Optical performance monitoring in reconfigurable WDM optical networks using subcarrier multiplexing

G Rossi, TE Dimmick, DJ Blumenthal - Journal of Lightwave …, 2000 - opg.optica.org
Optical performance monitoring (OPM) is an important approach to determine the quality of
optical channels within an optical core network without passing data through optoelectronic …

OSNR monitoring method for OOK and DPSK based on optical delay interferometer

X Liu, YH Kao, S Chandrasekhar, I Kang… - IEEE Photonics …, 2007 - ieeexplore.ieee.org
We describe a simple method to measure the optical signal-to-noise ratio (OSNR) of on-off-
keying (OOK) and differential phase-shift-keying (DPSK) signals by using an optical delay …