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Sampling and reconstructing diffusion fields with localized sources

Sampling and reconstructing diffusion fields with localized sources

We study the spatiotemporal sampling of a diffusion field generated by K point sources, aiming to fully reconstruct the unknown initial field distribution from the sample measurements. The sampling operator in our problem can be described by a matrix derived from the diffusion model. We analyze the important properties of …