Decoding Bit-Interleaved Coded Modulations with Neural Networks

The author introduces a framework for using Syndrome-Based Neural Decoders (SBND) for high-order Bit-Interleaved Coded Modulations (BICM), extending previous results to different modulation schemes. The proposed SBND system is implemented and compared for two polar codes using different neural network architectures.