Qing Yao

Space-Time Variable Density Samplings for Sparse Bandlimited Graph Signals Driven by Diffusion Operators

We consider the space-time sampling and reconstruction of sparse bandlimited graph signals driven by a heat diffusion process. In this paper, we develop a sampling framework consisting of selecting a small subset of space-time nodes at random according to some probability distribution, generalizing…