Cumulant-Based Blind Channel Equalization

Ling CHEN; Hiroji KUSAKA; Masanobu KOMINAMI

Cumulant-Based Blind Channel Equalization

Ling CHEN, Hiroji KUSAKA, Masanobu KOMINAMI

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This study is aimed to derive a new theoretical solution for blind equalizers. Undr the common assumptions for this framework, it is found that the condition for blind equalization is directly associated with an eigenproblem, i.e. the tap coefficients of the equalizer appear as an eigenvector of a higher order statistics matrix. Computer simulations show that very fast convergence can be achieved based on the approach.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E79-A No.5 pp.727-730

Publication Date: 1996/05/25

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Type of Manuscript: LETTER

Category: Digital Signal Processing

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Ling CHEN, Hiroji KUSAKA, Masanobu KOMINAMI, "Cumulant-Based Blind Channel Equalization" in IEICE TRANSACTIONS on Fundamentals, vol. E79-A, no. 5, pp. 727-730, May 1996, doi: .
Abstract: This study is aimed to derive a new theoretical solution for blind equalizers. Undr the common assumptions for this framework, it is found that the condition for blind equalization is directly associated with an eigenproblem, i.e. the tap coefficients of the equalizer appear as an eigenvector of a higher order statistics matrix. Computer simulations show that very fast convergence can be achieved based on the approach.
URL: https://globals.ieice.org/en_transactions/fundamentals/10.1587/e79-a_5_727/_p

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@ARTICLE{e79-a_5_727,
author={Ling CHEN, Hiroji KUSAKA, Masanobu KOMINAMI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Cumulant-Based Blind Channel Equalization},
year={1996},
volume={E79-A},
number={5},
pages={727-730},
abstract={This study is aimed to derive a new theoretical solution for blind equalizers. Undr the common assumptions for this framework, it is found that the condition for blind equalization is directly associated with an eigenproblem, i.e. the tap coefficients of the equalizer appear as an eigenvector of a higher order statistics matrix. Computer simulations show that very fast convergence can be achieved based on the approach.},
keywords={},
doi={},
ISSN={},
month={May},}

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TY - JOUR
TI - Cumulant-Based Blind Channel Equalization
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 727
EP - 730
AU - Ling CHEN
AU - Hiroji KUSAKA
AU - Masanobu KOMINAMI
PY - 1996
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E79-A
IS - 5
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - May 1996
AB - This study is aimed to derive a new theoretical solution for blind equalizers. Undr the common assumptions for this framework, it is found that the condition for blind equalization is directly associated with an eigenproblem, i.e. the tap coefficients of the equalizer appear as an eigenvector of a higher order statistics matrix. Computer simulations show that very fast convergence can be achieved based on the approach.
ER -