Saturation Noise in Compressed Sensing

An in-depth analysis of compressive signal recovery methods in the presence of Gaussian noise and Saturation effects. Conducted experiments on synthetic signals, images and audio. Also derived a detailed proof for performance guarantees of the novel Likelihood Maximization method.