Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders
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| Title: | Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders |
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| 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 |
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