基于改进支持向量机的带宽受限 50-100 Gbit/s 灵活 DS-PON 信号恢复
信号处理
2025-02-17 v3
摘要
我们提出了一种基于 SVM 原理的自适应低复杂度信号恢复算法，用于灵活的下行 PON。实验结果表明，在带宽受限的 100 Gbit/s 直接检测传输@1E-3 下，实现了纪录性的 24 dB 链接功率预算。
引用
@article{arxiv.2407.03753,
title = {Enhanced Support Vector Machine Based Signal Recovery in Bandwidth-Limited 50-100 Gbit/s Flexible DS-PON},
author = {Liyan Wu and Yanlu Huang and Kai Jin and Shangya Han and Kun Xu and Yanni Ou},
journal= {arXiv preprint arXiv:2407.03753},
year = {2025}
}
备注
We propose SVM algorithms with different solvers for signal formats like NRZ and PAM4. This simplifies complexity in flexible downstream PON while maintaining performance