sentence1: the goal of standard compressed sensing is to recover signals which are sparse over a finite basis with significantly fewer measurements than the dimension of the observation space .
sentence2: the central idea underlying compressed sensing is to recover a sparse signal from as few non-adaptive linear measurements as possible .