Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation

Jarvis Haupt, Rui Castro, Robert Nowak

Adaptive sampling results in dramatic improvements in the recovery of sparse signals in white Gaussian noise. A sequential adaptive sampling-and-refinement procedure called Distill…