PhD project: Compressive Sensing in Signal Analyzer

The main purpose of this PhD project is to advance the compressed sensing theory and calculation process to a level where it will be possible to utilize essential benefits of compressed sensing in real-life applications in particular in signals analyzers. Hardware imperfections, noise and limited calculation resources can significantly degrade signal acquisition and reconstruction within compressed sensing framework. Methods that can deal with above mentioned problems must be developed prior any practical implementations. Currently project is focuses on blind sampling of multiband signals.