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Digital inter-symbol interference mitigation method for Nyquist OTDM signal detection with coherent sampling and KNN classifier

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成果类型:
期刊论文
作者:
Yue, Lei;Liu, Yuyang;Cai, Wangyang;Cao, Dun;Li, Yan;...
通讯作者:
Lei Yue
作者机构:
[Cai, Wangyang; Yue, Lei; Cao, Dun] Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410114, Peoples R China.
[Wu, Jian; Liu, Yuyang; Li, Yan] Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing, Peoples R China.
[Liu, Yuyang] China Telecom Res Inst Beijing, Beijing 102209, Peoples R China.
通讯机构:
[Lei Yue] S
School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410114, China
语种:
英文
关键词:
Nyquist optical time-division multiplexing;Demultiplexing;Coherent optical sampling;KNN classifier
期刊:
Optics Communications
ISSN:
0030-4018
年:
2023
卷:
533
页码:
129308
基金类别:
NSFC program, China [61505011]; Scientific Research Fund of Hunan Provincial Education Department, China [21B0279]; Open Fund of IPOC (BUPT) , China
机构署名:
本校为第一机构
院系归属:
计算机与通信工程学院
摘要:
We propose and experimentally demonstrate a digital method to mitigate inter-symbol interference (ISI) in demultiplexing Nyquist optical time-division multiplexing (N-OTDM) signal using a simple but powerfully serviceable k-nearest neighbors (KNN) classifier. The proposed method is evaluated under four types of sampling pulse-width corresponding to various extents of ISI distortion in 160 Gbaud down to 40 Gbaud demultiplexing experiments, and the mitigation performance is found to be better along with the increasement of sampling pulse-width. Compared with the traditional decision-directed lea...

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