Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks
Paper in proceeding, 2021

Robustness against the large linewidth semiconductor laser-induced impairments in coherent systems is experimentally demonstrated for a feedforward neural network-enabled EVM estimation scheme. A mean error of 0.4% is achieved for 28 Gbaud square and circular QAM signals and linewidths
up to 12.3 MHz.

Author

Yuchuan Fan

Royal Institute of Technology (KTH)

RISE Research Institutes of Sweden

Xiaodan Pang

RISE Research Institutes of Sweden

Royal Institute of Technology (KTH)

Aleksejs Udalcovs

Ericsson

Carlos Natalino Da Silva

Chalmers, Electrical Engineering, Communication and Antenna Systems, Optical Networks

Richard Schatz

Royal Institute of Technology (KTH)

Marija Furdek Prekratic

Chalmers, Electrical Engineering, Communication and Antenna Systems, Optical Networks

Sergei Popov

Royal Institute of Technology (KTH)

Oskars Ozolins

Royal Institute of Technology (KTH)

RISE Research Institutes of Sweden

European Conference on Optical Communication, ECOC

47th European Conference on Optical Communications
Bordeaux, France,

Areas of Advance

Information and Communication Technology

Subject Categories

Telecommunications

Communication Systems

Signal Processing

More information

Latest update

10/22/2021