English

Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling

Networking and Internet Architecture 2022-07-05 v1 Machine Learning
Authors: Rasmus T. Jones , Kyle R. H. Bottrill , Natsupa Taengnoi , Periklis Petropoulos , Metodi P. Yankov
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Abstract

A digital twin model of a multi-node WDM network is obtained from a single access point. The model is used to predict and optimize the transmit power profile for each link in the network and up to 2.2~dB of margin improvements are obtained w.r.t. unoptimized transmission.

Keywords

wireless network wireless channel power grid

Cite

@article{arxiv.2207.01336,
  title  = {Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling},
  author = {Rasmus T. Jones and Kyle R. H. Bottrill and Natsupa Taengnoi and Periklis Petropoulos and Metodi P. Yankov},
  journal= {arXiv preprint arXiv:2207.01336},
  year   = {2022}
}

Comments

accepted, European Conference on Optical Communications, ECOC 2022

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