I. Introduction
The first step in any signal processing task is the acquisition of signals. The classical pathway for band-limited signals is to instantaneously sample the signal at the Nyquist-Shannon rate, then compress the signal to remove redundancies and/or irrelevancies, typically using a transform-based compression technique for efficient storage and transmission. The compressed signal must be decompressed before executing any further signal processing operation such as classification, detection, inference. etc.