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Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders

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Bibliographic Details
Title: Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders
Authors: Song, Jinxiang, 1995, Lauinger, Vincent, Häger, Christian, 1986, Schröder, Jochen, 1976, Graell I Amat, Alexandre, 1976, Schmalen, Laurent, Wymeersch, Henk, 1976
Source: Fysikbaserad djupinlärning för optisk dataöverföring och distribuerad avkänning Frigöra full fiberoptisk kapacitet IET Conference Proceedings. 2023(34):1222-1225
Description: We propose a novel frequency-domain blind equalization scheme for coherent optical communications. The method is shown to achieve similar performance to its recently proposed time-domain counterpart with lower computational complexity, while outperforming the commonly used CMA-based equalizers.
Access URL: https://research.chalmers.se/publication/542833
Database: SwePub
Description
Abstract:We propose a novel frequency-domain blind equalization scheme for coherent optical communications. The method is shown to achieve similar performance to its recently proposed time-domain counterpart with lower computational complexity, while outperforming the commonly used CMA-based equalizers.
ISSN:27324494
DOI:10.1049/icp.2023.2511