Independent component analysis based digital signal processing in coherent optical fiber communication systems

Xiang Li, Ming Luo, Ying Qiu, Arokiaswami Alphones, Wen De Zhong, Changyuan Yu, Qi Yang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

12 Citations (Scopus)

Abstract

In this paper, channel equalization techniques for coherent optical fiber transmission systems based on independent component analysis (ICA) are reviewed. The principle of ICA for blind source separation is introduced. The ICA based channel equalization after both single-mode fiber and few-mode fiber transmission for single-carrier and orthogonal frequency division multiplexing (OFDM) modulation formats are investigated, respectively. The performance comparisons with conventional channel equalization techniques are discussed.

Original languageEnglish
Pages (from-to)13-22
Number of pages10
JournalOptics Communications
Volume409
DOIs
Publication statusPublished - 15 Feb 2018

Keywords

  • Channel equalization
  • Independent component analysis
  • Orthogonal frequency division multiplexing
  • Single-carrier

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Atomic and Molecular Physics, and Optics
  • Physical and Theoretical Chemistry
  • Electrical and Electronic Engineering

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