English

Neural-network-based MDG and Optical SNR Estimation in SDM Transmission

Signal Processing 2022-04-01 v1
Authors: Ruby S B Ospina , Menno van den Hout , Sjoerd van der Heide , Chigo Okonkwo , Darli A A Mello
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Abstract

We propose a neural network model for MDG and optical SNR estimation in SDM transmission. We show that the proposed neural-network-based solution estimates MDG and SNR with high accuracy and low complexity from features extracted after DSP.

Cite

@article{arxiv.2104.06803,
  title  = {Neural-network-based MDG and Optical SNR Estimation in SDM Transmission},
  author = {Ruby S B Ospina and Menno van den Hout and Sjoerd van der Heide and Chigo Okonkwo and Darli A A Mello},
  journal= {arXiv preprint arXiv:2104.06803},
  year   = {2022}
}

Comments

Accepted for presentation at Optical Fiber Communications (OFC) Conference 2021

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