The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 12, 2025

Filed:

Apr. 21, 2021
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Rene Marcel Schmogrow, San Jose, CA (US);

Mattia Cantono, San Jose, CA (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/10 (2006.01); G06F 30/18 (2020.01); G06N 20/00 (2019.01); H04B 10/079 (2013.01);
U.S. Cl.
CPC ...
G06N 3/10 (2013.01); G06F 30/18 (2020.01); G06N 20/00 (2019.01); H04B 10/07953 (2013.01);
Abstract

Margin hedging in optical communication systems allows for overhead within the optical system. A machine learning model can be trained using the output of a physics based simulation of the optical system as well as the features of the optical system. A trained machine learning model can adjust the results of a physics based simulation of an optical network to more accurately match the adjusted simulation results to the 'true' performance of the optical network. The margins of the optical communication system can be more tailored to the true performance of a designed or planned optical system.


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