Abstract:We propose a novel joint modulation and demodulation optimization scheme without the differentiable channel model. Simulations show that our proposed scheme realizes higher phase noise tolerance than the conventional strategies.
We investigate performance of symbol decision based on neural networks in the presence of severe quantization noise for the first time. Simulations show 2 dB improvement when 256-QAM signals are generated with 6-bit DACs.
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