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SC-Diffusion: Parameter Generation for Task-Oriented Semantic Communication Systems via Conditional Diffusion Model

Task-oriented semantic communications (ToSC) has received significant attention as a promising paradigm for realizing more efficient and intelligent data services. However, ToSC systems often suffer from limited generalization capabilities, requiring retraining to meet performance demands under vary...

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Principais autores: Yanhu Wang, Shuang Zhang, Anbang Zhang, Shuping Dang, Han Zhang, Shuaishuai Guo
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2025-01-01
Serier:IEEE Transactions on Machine Learning in Communications and Networking
Fag:
Semantic communications
parameter generation
diffusion model
autoencoder
Online adgang:https://ieeexplore.ieee.org/document/11195863/
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