A multi-user semantic communication framework employs an anchor decoder symmetric to the encoder to mitigate catastrophic forgetting, enabling sequential training and frozen-encoder adaptation for users with distinct decoder architectures.
Joint source-channel coding for channel-adaptive digital semantic communications,
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Anchor-Aided Multi-User Semantic Communication with Adaptive Decoders
A multi-user semantic communication framework employs an anchor decoder symmetric to the encoder to mitigate catastrophic forgetting, enabling sequential training and frozen-encoder adaptation for users with distinct decoder architectures.