Optical performance monitoring in fiber-optic networks enabled by machine learning techniques

Faisal Nadeem Khan, Chao Lu, Pak Tao Lau

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

7 Citations (Scopus)

Abstract

We review applications of machine learning (ML) in various aspects of optical communications including optical performance monitoring, fiber nonlinearity compensation, and software-defined networking. The future role of ML in optical communications is also discussed.
Original languageEnglish
Title of host publicationOptical Fiber Communication Conference, OFC 2018
PublisherOSA - The Optical Society
VolumePart F84-OFC 2018
ISBN (Electronic)9781557528209
DOIs
Publication statusPublished - 1 Jan 2018
EventOptical Fiber Communication Conference, OFC 2018 - San Diego, United States
Duration: 11 Mar 201715 Mar 2017

Conference

ConferenceOptical Fiber Communication Conference, OFC 2018
CountryUnited States
CitySan Diego
Period11/03/1715/03/17

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Mechanics of Materials

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