# Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders

arXiv: https://arxiv.org/abs/2312.16003 · HTML: https://mlsanity.com/paper/2312.16003/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 26 Dec 2023.

## Built on by (most cited first, 1 of 1)

- [Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications](https://mlsanity.com/paper/2411.10101/) (2024)

## Abstract (arXiv)

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.