An upstream scheme with deep learning-assisted receiver for DSP- based TDM-PON

Rui Wang, Hui Yang, Huanlai Xing, Xianzhuo Zhang, Binbin Sha

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A Deep Learning (DL)-assisted receiver scheme is proposed for TDM-PON with DSP methods. Simulation results confirm that the DL method is more appropriate for higher-order modulated and longer-distance system, compared to the traditional LS and MMSE.

Original languageEnglish
Title of host publicationAsia Communications and Photonics Conference, ACPC_2019
PublisherOSA - The Optical Society
ISBN (Electronic)9781557528209
StatePublished - 2019
Externally publishedYes
EventAsia Communications and Photonics Conference, ACPC_2019 - Chengdu, Hong Kong
Duration: Nov 2 2019Nov 5 2019

Publication series

NameOptics InfoBase Conference Papers
VolumePart F138-ACPC 2019

Conference

ConferenceAsia Communications and Photonics Conference, ACPC_2019
Country/TerritoryHong Kong
CityChengdu
Period11/2/1911/5/19

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