Information Theoretic Bounds for Sparse Reconstruction in Random Noise
Compressive sensing (CS) plays a Ski de fond - Enfant - Skis - Classic pivotal role in the signal processing and we address on the issues, i.e., the information-theoretic analysis of CS under random noise in this paper.To distinguish from existing literature, we aim at providing a precise reconstruction of the source signal.From the analysis of the