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.
Proakis, Digital Communications
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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.