IEEE - Institute of Electrical and Electronics Engineers, Inc. - Machine Learning Based Noise Estimation in Optical Fiber Communication Networks

2018 IEEE Photonics Society Summer Topical Meeting Series (SUM)

Author(s): Seb J. Savory ; F. J. Vaquero Caballero
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2018
Conference Location: Waikoloa, HI, USA, USA
Conference Date: 9 July 2018
Page(s): 57 - 58
ISBN (Electronic): 978-1-5386-5343-2
ISBN (USB): 978-1-5386-5342-5
ISSN (Electronic): 2376-8614
DOI: 10.1109/PHOSST.2018.8456702
Regular:

In this paper, we discuss a machine learning based approach to jointly estimating both linear and nonlinear noise contributions in an optical fiber communication link. We will expound the rational... View More

Advertisement