Graph neural networks operating on channel factor graphs and code Tanner graphs achieve near-optimal detection and joint detection and decoding on ISI channels, outperforming feasible classical baselines.
Model-based Deep Learning,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IT 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Joint Detection and Decoding: A Graph Neural Network Approach
Graph neural networks operating on channel factor graphs and code Tanner graphs achieve near-optimal detection and joint detection and decoding on ISI channels, outperforming feasible classical baselines.