SVD-Assisted Joint Pre- and Post-Equalization in Optical MIMO System

Jasmeet Singh, A. Ahrens, S. Lochmann, C. B. Peces
{"title":"SVD-Assisted Joint Pre- and Post-Equalization in Optical MIMO System","authors":"Jasmeet Singh, A. Ahrens, S. Lochmann, C. B. Peces","doi":"10.1109/IIPhDW54739.2023.10124406","DOIUrl":null,"url":null,"abstract":"In recent years, the surge in capacity demands and cost-effectiveness have been beyond the ability of single-mode fiber (SMF) operating optical networks. In this work, the capacity crunch is dealt with by utilizing an optical multiple-input and multiple-output (MIMO) technology integrated with higher-order modulations (HOMs) as they lead to higher spectral efficiency. The low cost is achieved using intensity modulation / direct detection (IM/DD) system with a multi-mode fiber (MMF) transmission link. Contrary to an SMF channel, a highly dispersion-impaired MMF is equalized using a jointly designed pre- and post-equalization (PPE) filter, which consists of just two-taps pre-equalizer. A numerical optimization is defined to optimize the pre-and post-equalizer coefficients within the provided power and cost budgets. This work is the first investigation of a singular value decomposition (SVD) based joint-PPE scheme with a 1km long MMF link. The obtained results reveal that the signal-to-noise-ratio (SNR) gains of 5.48 dB and 10.57 dB at 10–4 bit-error rate (BER) for PAM-2 and PAM-4 compared to post-equalization only (PE-only) respectively. From the results, the SVD-assisted joint-PPE yields benefit in the presence of an MMF channel.","PeriodicalId":396821,"journal":{"name":"2023 International Interdisciplinary PhD Workshop (IIPhDW)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Interdisciplinary PhD Workshop (IIPhDW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIPhDW54739.2023.10124406","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In recent years, the surge in capacity demands and cost-effectiveness have been beyond the ability of single-mode fiber (SMF) operating optical networks. In this work, the capacity crunch is dealt with by utilizing an optical multiple-input and multiple-output (MIMO) technology integrated with higher-order modulations (HOMs) as they lead to higher spectral efficiency. The low cost is achieved using intensity modulation / direct detection (IM/DD) system with a multi-mode fiber (MMF) transmission link. Contrary to an SMF channel, a highly dispersion-impaired MMF is equalized using a jointly designed pre- and post-equalization (PPE) filter, which consists of just two-taps pre-equalizer. A numerical optimization is defined to optimize the pre-and post-equalizer coefficients within the provided power and cost budgets. This work is the first investigation of a singular value decomposition (SVD) based joint-PPE scheme with a 1km long MMF link. The obtained results reveal that the signal-to-noise-ratio (SNR) gains of 5.48 dB and 10.57 dB at 10–4 bit-error rate (BER) for PAM-2 and PAM-4 compared to post-equalization only (PE-only) respectively. From the results, the SVD-assisted joint-PPE yields benefit in the presence of an MMF channel.
光学MIMO系统中svd辅助的联合前后均衡
近年来,容量需求和成本效益的激增已经超出了单模光纤(SMF)运营光网络的能力。在这项工作中,利用与高阶调制(HOMs)集成的光多输入多输出(MIMO)技术来处理容量短缺,因为它们可以提高频谱效率。采用多模光纤(MMF)传输链路的强度调制/直接检测(IM/DD)系统实现了低成本。与SMF通道相反,高度色散受损的MMF使用联合设计的前后均衡(PPE)滤波器进行均衡,该滤波器仅由两个抽头预均衡器组成。定义了一个数值优化,以在提供的功率和成本预算范围内优化前均衡器和后均衡器系数。这项工作是第一次研究基于奇异值分解(SVD)的联合ppe方案,该方案具有1km长的MMF链路。结果表明,在误码率(BER)为10-4时,PAM-2和PAM-4的信噪比(SNR)增益分别为5.48 dB和10.57 dB。从结果来看,在存在MMF通道的情况下,svd辅助的联合ppe产量受益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信