Robust-NTC is a generalizable digital JSCC framework that models element-wise latent distributions variationally with a Gaussian proxy, enabling adaptive quantization and bit allocation to achieve superior rate-distortion performance across channel conditions in OFDM systems.
sDMCM—a semantic digi tal modulation constellation mapping scheme for semantic comm unication
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Robust Nonlinear Transform Coding: A Framework for Generalizable Joint Source-Channel Coding
Robust-NTC is a generalizable digital JSCC framework that models element-wise latent distributions variationally with a Gaussian proxy, enabling adaptive quantization and bit allocation to achieve superior rate-distortion performance across channel conditions in OFDM systems.