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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Vitor Tucci Ramos

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Preprint Sep 2026

Deterministic Smoothed MAP Detection for High-Dimensional MIMO Systems

We propose a deterministic smoothed maximum a posteriori (SMAP) framework for high-dimensional multiple-input multiple-output (MIMO) detection. The discrete constellation prior is approximated by an i.i.d. Gaussian mixture, yielding a differentiable MAP objective that retains the constellation structure while enabling...

Vitor Tucci Ramos, Stéphane Sénécal, Sheng Yang · 0 citations

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