scholarly journals Machine Learning for Optical Fiber Communication Systems:An Introduction and Overview

APL Photonics ◽  
2021 ◽  
Author(s):  
Josh W. Nevin ◽  
Sam Nallaperuma ◽  
Nikita A. Shevchenko ◽  
Xiang Li ◽  
Md. Saifuddin Faruk ◽  
...  
Keyword(s):  
Machine Learning ◽  
Optical Fiber ◽  
Optical Fiber Communication ◽  
Fiber Communication

Machine-Learning-Aided Optical Fiber Communication System

IEEE Network ◽  
2021 ◽  
Vol 35 (4) ◽  
pp. 136-142
Author(s):  
Xiaolong Pan ◽  
Xishuo Wang ◽  
Bo Tian ◽  
Chuxuan Wang ◽  
Hongxin Zhang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Optical Fiber ◽  
Communication System ◽  
Optical Fiber Communication ◽  
Fiber Communication ◽  
Optical Fiber Communication System

scholarly journals MACHINE LEARNING BASED NONLINEARITY DETERMINATION FOR OPTICAL FIBER COMMUNICATION-REVIEW

2019 ◽  
Vol 2019 (02) ◽  
pp. 121-127 ◽  
Author(s):  
Subarna Shakya
Keyword(s):  
Machine Learning ◽  
Optical Fiber ◽  
Nonlinear Effects ◽  
Optical Fiber Communication ◽  
Machine Learning Techniques ◽  
Digital Information ◽  
Fiber Communication ◽  
The Future ◽  
Optic Fiber Communication ◽  
Almost All

The technological growth in our day to day life and its integration advancements in the communication network to activate a seamless communication have led to digital transformation in almost all applications. This causes a huge set of digital information conveyance via email, audio and video calls connecting people at all times. These data that are presently conveyed with the aid of the optic fiber communication technology would become outdated in the future years due to the growing demands of the digital information due to its intrinsic nonlinear effects. The machine learning appears as the promising technology to handle the complexities to be faced in the future systems by identify novel methodologies and utilizing available resources. The paper is to present the review on the nonlinearities experienced in the optical fiber and the promising solution provided by the machine learning techniques to enhance the capabilities of the optical fiber communication.

Inverse asymmetrical ridge taper polarization splitter-rotator covering optical fiber communication band from O to U

2021 ◽  
pp. 127107
Author(s):  
Zhanqiang Hui ◽  
Tianshu Zhang ◽  
Meizhi Zhang ◽  
Deng Pan ◽  
Dongdong Han ◽  
...  
Keyword(s):  
Optical Fiber ◽  
Optical Fiber Communication ◽  
Polarization Splitter ◽  
Fiber Communication

Long-haul coherent optical fiber communication systems using optical amplifiers

1991 ◽  
Vol 9 (2) ◽  
pp. 251-260 ◽  
Author(s):  
S. Ryu ◽  
S. Yamamoto ◽  
H. Taga ◽  
N. Edagawa ◽  
Y. Yoshida ◽  
...  
Keyword(s):  
Optical Fiber ◽  
Communication Systems ◽  
Optical Amplifiers ◽  
Optical Fiber Communication ◽  
Fiber Communication
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