Performance Evaluation of DWDM Optical Transmission System Using Deep Learning Technique

被引：2
|
作者：
Jha, Dhirendra Kumar [1 ]
Mishra, Jitendra K. [1 ]
机构：
[1] Indian Inst Informat Technol Ranchi, Dept Elect & Commun Engn, Jharkhand 834010, India
来源：
2021 ANNUAL CONFERENCE OF THE IEEE PHOTONICS SOCIETY (IPC) | 2021年
关键词：
Machine Learning; Deep Learning; Artificial Neural Network; DWDM; Nonlinear Optical Communication;
D O I：
10.1109/IPC48725.2021.9592951
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：
An intelligent bit-error-rate (BER) analyzer is proposed to implement quality factor estimation using an artificial neural network based deep learning technique; which offers a great potential to process the BER diagram in its numerical form, without knowing other optical link parameters or original data information.
引用
收藏
页数：2
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