# Design Optimisation of Power-Efficient Submarine Line through Machine Learning

arXiv: https://arxiv.org/abs/2002.11037 · HTML: https://mlsanity.com/paper/2002.11037/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 24 Feb 2020.

## Built on by (most cited first, 1 of 1)

- [SNR optimization of multi-span fiber optic communication systems employing EDFAs with non-flat gain and noise figure](https://mlsanity.com/paper/2106.03639/) (2021)

## Abstract (arXiv)

An optimised subsea system design for energy-efficient SDM operation is demonstrated using machine learning. The removal of gain-flattening filters employed in submarine optical amplifiers can result in capacity gains at no additional overall repeater cost.