IEEE - Institute of Electrical and Electronics Engineers, Inc. - OSNR Estimation Providing Self-Confidence Level as Auxiliary Output From Neural Networks

Author(s): Takahito Tanimura ; Takeshi Hoshida ; Tomoyuki Kato ; Shigeki Watanabe
Sponsor(s): IEEE Lasers and Electro-Optics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2019
Volume: 37
Page(s): 1,717 - 1,723
ISSN (Electronic): 1558-2213
ISSN (Paper): 0733-8724
DOI: 10.1109/JLT.2019.2895730
Regular:

Accurate optical monitors are critical for automating operations of fiber-optic networks. Deep neural network (DNN) based optical monitors have been investigated as accurate optical monitors to... View More

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