EVM Estimation for Performance Monitoring in Coherent Optical Systems: An Approach of Linear Regression
Paper in proceeding, 2022

We experimentally demonstrate the effectiveness of a simple linear regression scheme for optical performance monitoring when applied after modulation format identification. It outperforms the FFNN-based benchmark scheme providing 0.2% mean absolute error for EVM estimation.

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

RISE Research Institutes of Sweden

Carlos Natalino Da Silva

Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks

Lu Zhang

Zhejiang University

Sandis Spolitis

Riga Technical University

V. Bobrovs

Riga Technical University

Richard Schatz

Royal Institute of Technology (KTH)

Xianbin Yu

Zhejiang University

Marija Furdek Prekratic

Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks

Sergei Popov

Royal Institute of Technology (KTH)

Oskars Ozolins

RISE Research Institutes of Sweden

Riga Technical University

Royal Institute of Technology (KTH)

Optics InfoBase Conference Papers

SW4E.8
9781557528209 (ISBN)

CLEO: Science and Innovations, S and I 2022
San Jose, USA,

Subject Categories

Telecommunications

Control Engineering

Signal Processing

More information

Latest update

1/3/2024 9