Integrating a trained diffusion denoiser into joint decoding yields a strictly tighter random-coding achievable bound for finite blocklength unsourced multiple access, with simulations showing at least 0.5 dB Eb/N0 improvement.
Denoising diffusion error correction codes
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Diffusion Denoiser Achievable Analysis for Finite Blocklength Unsourced Random Access
Integrating a trained diffusion denoiser into joint decoding yields a strictly tighter random-coding achievable bound for finite blocklength unsourced multiple access, with simulations showing at least 0.5 dB Eb/N0 improvement.