Fiber nonlinearity compensation using extreme learning machine for DSP-based coherent communication systems

Thomas Shun Rong Shen, Pak Tao Lau

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

36 Citations (Scopus)

Abstract

Extreme learning machine (ELM) is proposed for compensation of impairments caused by fiber nonlinearity in coherent optical communication systems. Simulations show comparable compensation results to backpropagation (BP) while the computation complexity is significantly reduced.
Original languageEnglish
Title of host publication16th Opto-Electronics and Communications Conference, OECC 2011
Pages816-817
Number of pages2
Publication statusPublished - 4 Oct 2011
Event16th Opto-Electronics and Communications Conference, OECC 2011 - Kaohsiung, Taiwan
Duration: 4 Jul 20118 Jul 2011

Conference

Conference16th Opto-Electronics and Communications Conference, OECC 2011
CountryTaiwan
CityKaohsiung
Period4/07/118/07/11

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Communication

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