Paper Info
Title
Nonlinear Equalization by SVM Classification Enabled 50-Gb/s PAM-4 Transmission in NG-EPON with 10-G Class Optics
Abstract
In this paper, we propose a new equalization algorithm based on SVM combined with DFE structure to improve performance of high-speed bandwidth limitation system. A comparison between traditional DFE, FFE and SVM-DFE are employed to prove the feasibility of our algorithm in 50-Gb/s PAM-4 transmission experiment with lOG optics system. Experimental results show that compared with the traditional DFE, the receiver sensitivity used SVM-DFE can be improved by ~1-dBm @BER=3.8e-3.
Year
DOI
Venue
2018
10.1109/ICAIT.2018.8686638
2018 10th International Conference on Advanced Infocomm Technology (ICAIT)
Keywords
Field
DocType
SVM,DFE,PAM-4,band-limited
Bandwidth limitation,Equalization (audio),Computer science,Support vector machine,Optics,Nonlinear equalization
Conference
ISBN
Citations 
PageRank 
978-1-5386-7937-1
0
0.34
References 
Authors
0
5
Name
Order
Citations
PageRank
Jiasheng Yu101.01
Meihua Bi214.42
Xin Miao3325.32
Longsheng Li402.70
Weisheng Hu511553.95