An Yan, Penghao Luo, Aolong Sun, Guoqiang Li, Sizhe Xing, Jianyang Shi, Ziwei Li, Chao Shen, N. Chi, Junwen Zhang
{"title":"An Optoelectronic Joint Equalization Scheme Based on Photonic Reservoir Computing and TDNN for CD and Nonlinearity Compensation in IM/DD Link","authors":"An Yan, Penghao Luo, Aolong Sun, Guoqiang Li, Sizhe Xing, Jianyang Shi, Ziwei Li, Chao Shen, N. Chi, Junwen Zhang","doi":"10.1109/ICOCN55511.2022.9901289","DOIUrl":null,"url":null,"abstract":"We propose and numerically study a joint equalization scheme combining neuromorphic photonic reservoir computing with time-delay neural-network for chromatic dispersion compensation and nonlinear compensation in IM/DD system, achieving bitrate-distance product up to 11,200Gps·km in C-band.","PeriodicalId":350271,"journal":{"name":"2022 20th International Conference on Optical Communications and Networks (ICOCN)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 20th International Conference on Optical Communications and Networks (ICOCN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOCN55511.2022.9901289","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
We propose and numerically study a joint equalization scheme combining neuromorphic photonic reservoir computing with time-delay neural-network for chromatic dispersion compensation and nonlinear compensation in IM/DD system, achieving bitrate-distance product up to 11,200Gps·km in C-band.