Wideband and Entropy-Aware Deep Soft Bit Quantization
Wideband and Entropy-Aware Deep Soft Bit Quantization
Deep learning has been recently applied to physical layer processing in digital communication systems in order to improve end-to-end performance. In this work, we introduce a novel deep learning solution for soft bit quantization across wideband channels. Our method is trained end-to-end with quantization-and entropy-aware augmentations to the loss function …