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

doi:10.1016/j.optcom.2017.09.018

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 publication › Journal article › Academic research › peer-review

14 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 language	English
Pages (from-to)	13-22
Number of pages	10
Journal	Optics Communications
Volume	409
DOIs	https://doi.org/10.1016/j.optcom.2017.09.018
Publication status	Published - 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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10.1016/j.optcom.2017.09.018

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title = "Independent component analysis based digital signal processing in coherent optical fiber communication systems",

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.",

keywords = "Channel equalization, Independent component analysis, Orthogonal frequency division multiplexing, Single-carrier",

author = "Xiang Li and Ming Luo and Ying Qiu and Arokiaswami Alphones and Zhong, {Wen De} and Changyuan Yu and Qi Yang",

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T1 - Independent component analysis based digital signal processing in coherent optical fiber communication systems

AU - Li, Xiang

AU - Luo, Ming

AU - Qiu, Ying

AU - Alphones, Arokiaswami

AU - Zhong, Wen De

AU - Yu, Changyuan

AU - Yang, Qi

PY - 2018/2/15

Y1 - 2018/2/15

N2 - 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.

AB - 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.

KW - Channel equalization

KW - Independent component analysis

KW - Orthogonal frequency division multiplexing

KW - Single-carrier

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U2 - 10.1016/j.optcom.2017.09.018

DO - 10.1016/j.optcom.2017.09.018

M3 - Journal article

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SN - 0030-4018

VL - 409

SP - 13

EP - 22

JO - Optics Communications

JF - Optics Communications

ER -

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

Abstract

Keywords

ASJC Scopus subject areas

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