A framework for low-resolution data acquisition

This project aims at developing a framework enabling measurements based on quantified signals using few bits or even one-bit. It will address the problem of estimating the parameters of signals, such as amplitude, frequency, time-of-arrival, delays, noise magnitudes, based on their binary version or of a very low-resolution, coarse representation. The central question in this project is how we process low-resolution / one-bit data to provide enough information on the full-resolution signal, after severe quantization.