Unsupervised linear and nonlinear channel equalization and decoding using variational autoencoders

A Caciularu, D Burshtein - IEEE Transactions on Cognitive …, 2020 - ieeexplore.ieee.org
A new approach for blind channel equalization and decoding, variational inference, and
variational autoencoders (VAEs) in particular, is introduced. We first consider the …

Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders

A Caciularu, D Burshtein - arXiv preprint arXiv:1905.08795, 2019 - arxiv.org
A new approach for blind channel equalization and decoding, variational inference, and
variational autoencoders (VAEs) in particular, is introduced. We first consider the …

Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders

A Caciularu, D Burshtein - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
A new approach for blind channel equalization and decoding, variational inference, and
variational autoencoders (VAEs) in particular, is introduced. We first consider the …