基于生成模型的光学 IM/DD 端到端系统优化概念与实验演示
信息论
2019-12-19 v2 机器学习
信号处理
math.IT
摘要
我们通过使用生成对抗网络近似测试床信道，进行了基于深度学习的实验性端到端收发机优化。此前，优化仅能通过显式简化信道模型的先验假设实现。
引用
@article{arxiv.1912.05146,
title = {Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model},
author = {Boris Karanov and Mathieu Chagnon and Vahid Aref and Domaniç Lavery and Polina Bayvel and Laurent Schmalen},
journal= {arXiv preprint arXiv:1912.05146},
year = {2019}
}
备注
accepted for publication at OFC 2020