Sampling Sparse Signals on the Sphere: Algorithms and Applications

Ivan Dokmanic, Yue M. Lu

We propose a sampling scheme that can perfectly reconstruct a collection of spikes on the sphere from samples of their lowpass-filtered observations. Central to our algorithm is a…