Optimize Encoding of Polar Codes in CO-OFDM Systems Using Long Short-term Memory Neural Network

Boyou Deng, Qinghua Tian, Xiangjun Xin, Qi Zhang, Yongjun Wang, Feng Tian, Zexuan Jing

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

Abstract

We demonstrate and verify an optimizing scheme enabled by neural network for the encoding process of polar codes coded coherent optical orthogonal frequency division multiplexing (CO-OFDM) transmission system by simulation.

Original languageEnglish
Title of host publication2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781943580828
Publication statusPublished - Oct 2020
Externally publishedYes
Event2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Beijing, China
Duration: 24 Oct 202027 Oct 2020

Publication series

Name2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020 - Proceedings

Conference

Conference2020 Asia Communications and Photonics Conference, ACP 2020 and International Conference on Information Photonics and Optical Communications, IPOC 2020
Country/TerritoryChina
CityBeijing
Period24/10/2027/10/20

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