Machine Learning Assisted Optical Interconnection

被引：0

作者：

Du, Jiangbing ^{[1
]}

Sun, Lin ^{[1
]}

Chen, Guoyao ^{[1
]}

He, Zuyuan ^{[1
]}

机构：

[1] Shanghai Jiao Tong Univ, State Key Lab Adv Opt Commun Syst & Networks, Shanghai, Peoples R China

来源：

2017 OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC) AND PHOTONICS GLOBAL CONFERENCE (PGC) | 2017年

基金：

中国国家自然科学基金;

关键词：

optical interconnection; Machine learning; AMPLITUDE-PHASE MODULATION;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We demonstrate the applications of machine-learning based DSP methods in short reach optical interconnection system. The machine-learning algorithms including mainly support vector machine (SVM) provides an effective recipe for distorted signal in PAM and CAP optical interconnect systems.

引用

页数：3

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[3]

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[4]

Sun L., 2016, AS COMM PHOT C ACP W

[5] Multiband Three-Dimensional Carrierless Amplitude Phase Modulation for Short Reach Optical Communications [J].

Sun, Lin ;

Du, Jiangbing ;

He, Zuyuan .

JOURNAL OF LIGHTWAVE TECHNOLOGY, 2016, 34 (13) :3103-3109

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