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Radio frequency coverage prediction and 3D modeling: powered by machine learning

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Radio frequency coverage prediction and 3D modeling: powered by machine learning

This demonstration showcases how Artificial Intelligence and Machine Learning (AI/ML) revolutionize Radio Frequency (RF) engineering for Communications Service Providers (CSPs). AWS and NVIDIA collaborate to predict RF coverage using NVIDIA Aerial Omniverse Digital Twin (AODT) for 3D modeling. CSPs can leverage this solution for RF optimization and radio cell site planning, ultimately improving network performance and reducing deployment costs.

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Date: May 22, 2025