Low-overhead joint pre-distortion and QDA equalization scheme in 100-Gb/s PAM4 signals IM/DD-based system

IF 2.6 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Optical Fiber Technology Pub Date : 2025-03-05 DOI:10.1016/j.yofte.2025.104182
Yingxue Zhang , Xiangmin Fang , Meihua Bi , Yongqiang Zhang , Huiyan Wu , Miao Hu
{"title":"Low-overhead joint pre-distortion and QDA equalization scheme in 100-Gb/s PAM4 signals IM/DD-based system","authors":"Yingxue Zhang ,&nbsp;Xiangmin Fang ,&nbsp;Meihua Bi ,&nbsp;Yongqiang Zhang ,&nbsp;Huiyan Wu ,&nbsp;Miao Hu","doi":"10.1016/j.yofte.2025.104182","DOIUrl":null,"url":null,"abstract":"<div><div>In this paper, a low overhead joint look-up table (LUT) and quadratic discriminant analysis (QDA) scheme is firstly presented to realize the compensation of inter-symbol interference (ISI) in the high-speed short-range intensity modulation and direct detection (IM/DD) system. Here, the LUT is employed to mitigate the signal distortion by generating pre-distorted signals, and the QDA is utilized to equalize the received signals that without requiring the extra complex optimization algorithm. A 100-Gb/s 4-level pulse amplitude modulation (PAM-4) IM/DD simulation transmission system is established to verify the effectiveness of our proposed scheme. The results show that the proposed LUT-QDA reduces the training sequence length by 76% and the number of taps by 63% compared to Volterra, and outperforms the Volterra and QDA by almost 1.3 dBm and 1.5 dBm at 20 km standard single-mode fiber (SSMF) transmission, respectively.</div></div>","PeriodicalId":19663,"journal":{"name":"Optical Fiber Technology","volume":"92 ","pages":"Article 104182"},"PeriodicalIF":2.6000,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optical Fiber Technology","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1068520025000574","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

In this paper, a low overhead joint look-up table (LUT) and quadratic discriminant analysis (QDA) scheme is firstly presented to realize the compensation of inter-symbol interference (ISI) in the high-speed short-range intensity modulation and direct detection (IM/DD) system. Here, the LUT is employed to mitigate the signal distortion by generating pre-distorted signals, and the QDA is utilized to equalize the received signals that without requiring the extra complex optimization algorithm. A 100-Gb/s 4-level pulse amplitude modulation (PAM-4) IM/DD simulation transmission system is established to verify the effectiveness of our proposed scheme. The results show that the proposed LUT-QDA reduces the training sequence length by 76% and the number of taps by 63% compared to Volterra, and outperforms the Volterra and QDA by almost 1.3 dBm and 1.5 dBm at 20 km standard single-mode fiber (SSMF) transmission, respectively.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
求助全文
约1分钟内获得全文 去求助
来源期刊
Optical Fiber Technology
Optical Fiber Technology 工程技术-电信学
CiteScore
4.80
自引率
11.10%
发文量
327
审稿时长
63 days
期刊介绍: Innovations in optical fiber technology are revolutionizing world communications. Newly developed fiber amplifiers allow for direct transmission of high-speed signals over transcontinental distances without the need for electronic regeneration. Optical fibers find new applications in data processing. The impact of fiber materials, devices, and systems on communications in the coming decades will create an abundance of primary literature and the need for up-to-date reviews. Optical Fiber Technology: Materials, Devices, and Systems is a new cutting-edge journal designed to fill a need in this rapidly evolving field for speedy publication of regular length papers. Both theoretical and experimental papers on fiber materials, devices, and system performance evaluation and measurements are eligible, with emphasis on practical applications.
期刊最新文献
Low-overhead joint pre-distortion and QDA equalization scheme in 100-Gb/s PAM4 signals IM/DD-based system Evaluating the impact of EDFA response modeling in the optical network QoT estimation Multi-objective optimization for submarine optical fiber cable route planning based on collaborative reinforcement learning with LPGP framework Efficient fiber-coupled system based on coreless fiber end-face aspherical microlens Radiation vulnerability of optical fiber cables for underground nuclear waste monitoring
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1