An attention-based neural polar decoder with a block-level loss improves simulated BER and BLER for a (256,37) polar code, and a CRC-guided ensemble variant reports further gains.
Channel coding in 5G New Radio: A tutorial overview and performance comparison with 4G LTE,
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DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding
An attention-based neural polar decoder with a block-level loss improves simulated BER and BLER for a (256,37) polar code, and a CRC-guided ensemble variant reports further gains.