Blind Channel Estimation and Joint Symbol Detection with Data-Driven Factor Graphs

no code implementations • 23 Jan 2024 • Luca Schmid, Tomer Raviv, Nir Shlezinger, Laurent Schmalen

We investigate the application of the factor graph framework for blind joint channel estimation and symbol detection on time-variant linear inter-symbol interference channels.

Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention

no code implementations • 1 Jan 2021 • Nir Raviv, Avi Caciularu, Tomer Raviv, Jacob Goldberger, Yair Be'ery

Error correction codes are an integral part of communication applications and boost the reliability of transmission.

perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention

no code implementations • 6 Feb 2020 • Nir Raviv, Avi Caciularu, Tomer Raviv, Jacob Goldberger, Yair Be'ery

Error correction codes are an integral part of communication applications, boosting the reliability of transmission.

Active Deep Decoding of Linear Codes

no code implementations • 6 Jun 2019 • Ishay Be'ery, Nir Raviv, Tomer Raviv, Yair Be'ery

High quality data is essential in deep learning to train a robust model.

Active Learning