面向短距和长距光通信的机器学习辅助DSP最新进展
信号处理
2024-11-18 v1 机器学习
摘要
本文重点介绍了机器学习用于实现光通信均衡器的最新进展。我们强调了算法进展以及使用传统和类脑硬件的实现方面。
引用
@article{arxiv.2411.10101,
title = {Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications},
author = {Laurent Schmalen and Vincent Lauinger and Jonas Ney and Norbert Wehn and Patrick Matalla and Sebastian Randel and Alexander von Bank and Eike-Manuel Edelmann},
journal= {arXiv preprint arXiv:2411.10101},
year = {2024}
}
备注
paper accompanying an invited presentation at OFC 2025