Randomly permuting each user's JSCC features turns multi-user interference into roughly Gaussian noise, letting a single pretrained encoder and diffusion denoiser serve all users.
What is semantic communication? a view on conveying meaning in the era of machine intelligence,
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Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising
Randomly permuting each user's JSCC features turns multi-user interference into roughly Gaussian noise, letting a single pretrained encoder and diffusion denoiser serve all users.