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Found 3 papers, 1 papers with code
Loss Design for Single-carrier Joint Communication and Neural Network-based Sensing
To enhance the training behavior, we decouple the loss functions from the respective SNR values and the number of sensing snapshots, using bounds of the sensing performance.
End-to-end Optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search
As the demand for higher data throughput in coherent optical communication systems increases, we need to find ways to increase capacity in existing and future optical communication links.
Geometric Constellation Shaping for Phase-noise Channels Using a Differentiable Blind Phase Search
We perform geometric constellation shaping with optimized bit labeling using a binary autoencoder including a differential blind phase search (BPS).
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